mlsanityData to 14 Oct 2026

Papers

New on arXiv

Wed 23 Oct 2024

283 papers

  1. Adaptive Segment-level Reward: Bridging the Gap Between Action and Reward Space in AlignmentLLM alignment / RLHF / preference optimisation → Reward modeling and RLHF
  2. Asynchronous RLHF: Faster and More Efficient Off-Policy RL for Language ModelsLLM alignment / RLHF / preference optimisation → Reward modeling and RLHF
  3. Fast Inference for Augmented Large Language ModelsEfficient LLM inference and serving → Serving systems and request scheduling
  4. Multi-Draft Speculative Sampling: Canonical Decomposition and Theoretical LimitsEfficient LLM inference and serving → Speculative decoding
  5. Towards Understanding the Fragility of Multilingual LLMs against Fine-Tuning AttacksLLM safety and security → Safety alignment, refusal and guardrails
  6. DynamicCity: Large-Scale 4D Occupancy Generation from Dynamic ScenesWorld models → World models for autonomous driving
  7. Prioritized Generative ReplayDeep reinforcement learning methods → Deep RL algorithms and representations
  8. WorldSimBench: Towards Video Generation Models as World SimulatorsWorld models → Video-generation world models and simulators
  9. TP-Eval: Tap Multimodal LLMs' Potential in Evaluation by Customizing PromptsMultimodal LLMs / vision-language models → MLLM training and visual instruction tuning
  10. Training Free Guided Flow Matching with Optimal ControlDiffusion models → Flow matching, time series and science
  11. SPIRE: Synergistic Planning, Imitation, and Reinforcement Learning for Long-Horizon ManipulationOffline RL and imitation learning from data → Robot manipulation imitation learning +1
  12. CLEAR: Character Unlearning in Textual and Visual ModalitiesLLM safety and security → Machine unlearning
  13. LongRAG: A Dual-Perspective Retrieval-Augmented Generation Paradigm for Long-Context Question AnsweringRetrieval-augmented generation → RAG robustness and adaptive retrieval
  14. MiLoRA: Efficient Mixture of Low-Rank Adaptation for Large Language Models Fine-tuningMixture-of-experts → Mixture of LoRA experts
  15. GraphTeam: Facilitating Large Language Model-based Graph Analysis via Multi-Agent CollaborationLLM agents and tool use → Web, search, and research agents
  16. Cross-lingual Transfer of Reward Models in Multilingual AlignmentLLM alignment / RLHF / preference optimisation → Reward modeling and RLHF
  17. Scalable Ranked Preference Optimization for Text-to-Image GenerationLLM alignment / RLHF / preference optimisation → Diffusion and multimodal model alignment
  18. Benchmarking Foundation Models on Exceptional Cases: Dataset Creation and ValidationLLM reasoning → Reasoning benchmarks and evaluation
  19. Dynamic Spectrum Access for Ambient Backscatter Communication-assisted D2D Systems with Quantum Reinforcement LearningDeep reinforcement learning methods → RL for energy, networks and operations
  20. A Wavelet Diffusion GAN for Image Super-ResolutionDiffusion models → Inverse problems and image restoration
  21. ExpertFlow: Efficient Mixture-of-Experts Inference via Predictive Expert Caching and Token SchedulingMixture-of-experts → Efficient MoE training and inference systems
  22. SimRAG: Self-Improving Retrieval-Augmented Generation for Adapting Large Language Models to Specialized DomainsRetrieval-augmented generation → RAG robustness and adaptive retrieval +1
  23. Benchmarking Floworks against OpenAI & Anthropic: A Novel Framework for Enhanced LLM Function CallingLLM agents and tool use → Tool learning and function calling
  24. Dynamic Guided and Domain Applicable Safeguards for Enhanced Security in Large Language ModelsLLM safety and security → Jailbreaking
  25. Reinforcement Learning under Latent Dynamics: Toward Statistical and Algorithmic ModularityDeep reinforcement learning methods → Deep RL algorithms and representations
  26. Scalable Offline Reinforcement Learning for Mean Field GamesOffline RL and imitation learning from data → Offline RL algorithms
  27. Value Residual LearningEfficient LLM inference and serving → KV cache optimization
  28. Scaling Diffusion Language Models via Adaptation from Autoregressive ModelsDiffusion models → Discrete and text diffusion
  29. Theorem-Validated Reverse Chain-of-Thought Problem Generation for Geometric ReasoningLLM reasoning → Spatial and embodied reasoning +1
  30. Understanding Layer Significance in LLM AlignmentLLM alignment / RLHF / preference optimisation → LLM preference optimization methods
  31. ROCKET-1: Mastering Open-World Interaction with Visual-Temporal Context PromptingMultimodal LLMs / vision-language models → Embodied and 3D vision-language models
  32. Non-intrusive Speech Quality Assessment with Diffusion Models Trained on Clean SpeechDiffusion models → Audio, speech and music
  33. RE-tune: Incremental Fine Tuning of Biomedical Vision-Language Models for Multi-label Chest X-ray ClassificationMultimodal LLMs / vision-language models → Medical vision-language models
  34. Understanding When Tree of Thoughts Succeeds: Larger Models Excel in Generation, Not DiscriminationLLM reasoning → Test-time compute and efficient thinking
  35. PGDiffSeg: Prior-Guided Denoising Diffusion Model with Parameter-Shared Attention for Breast Cancer SegmentationDiffusion models → Medical imaging and segmentation
  36. An Intelligent Agentic System for Complex Image Restoration ProblemsLLM agents and tool use → Multimodal and embodied agents
  37. Leveraging the Domain Adaptation of Retrieval Augmented Generation Models for Question Answering and Reducing HallucinationRetrieval-augmented generation → RAG robustness and adaptive retrieval
  38. AdaDiffSR: Adaptive Region-aware Dynamic Acceleration Diffusion Model for Real-World Image Super-ResolutionDiffusion models → Inverse problems and image restoration
  39. Learning Versatile Skills with Curriculum MaskingOffline RL and imitation learning from data → Decision transformers and sequence modeling +1
  40. Optimizing Load Scheduling in Power Grids Using Reinforcement Learning and Markov Decision ProcessesDeep reinforcement learning methods → RL for energy, networks and operations
  41. An Adaptive Framework for Generating Systematic Explanatory Answer in Online Q&A PlatformsRetrieval-augmented generation → RAG robustness and adaptive retrieval
  42. ReflecTool: Towards Reflection-Aware Tool-Augmented Clinical AgentsLLM agents and tool use → Medical and scientific domain agents
  43. Entity-based Reinforcement Learning for Autonomous Cyber DefenceDeep reinforcement learning methods → Adversarial robustness and RL in finance
  44. MIA-DPO: Multi-Image Augmented Direct Preference Optimization For Large Vision-Language ModelsMultimodal LLMs / vision-language models → MLLM training and visual instruction tuning +1
  45. Markov Chain of Thought for Efficient Mathematical ReasoningLLM reasoning → Prompting and chain-of-thought reasoning
  46. Graphusion: A RAG Framework for Knowledge Graph Construction with a Global PerspectiveRetrieval-augmented generation → Knowledge-graph and structured-knowledge RAG
  47. How to Continually Adapt Text-to-Image Diffusion Models for Flexible Customization?Diffusion models → Image generation, text-to-image and editing
  48. MM-Eval: A Multilingual Meta-Evaluation Benchmark for LLM-as-a-Judge and Reward ModelsLLM alignment / RLHF / preference optimisation → Human values and AI feedback alignment
  49. Securing Federated Learning against Backdoor Threats with Foundation Model IntegrationLLM safety and security → Federated unlearning and poisoning
  50. Differentially Private Learning Needs Better Model Initialization and Self-DistillationKnowledge distillation → Federated, robust and private distillation
  51. CLR-Bench: Evaluating Large Language Models in College-level ReasoningLLM reasoning → Reasoning benchmarks and evaluation
  52. Multimodal Information Bottleneck for Deep Reinforcement Learning with Multiple SensorsDeep reinforcement learning methods → RL for robot locomotion and manipulation
  53. Primal-Dual Spectral Representation for Off-policy EvaluationDeep reinforcement learning methods → RL theory and sample complexity
  54. GDDA: Semantic OOD Detection on Graphs under Covariate Shift via Score-Based Diffusion ModelsDiffusion models → Flow matching, time series and science
  55. Diffusion Priors for Variational Likelihood Estimation and Image DenoisingDiffusion models → Inverse problems and image restoration
  56. MobileSafetyBench: Evaluating Safety of Autonomous Agents in Mobile Device ControlLLM agents and tool use → GUI and mobile agents
  57. The Hive Mind is a Single Reinforcement Learning AgentDeep reinforcement learning methods → RL for games and combinatorial optimization
  58. WAGLE: Strategic Weight Attribution for Effective and Modular Unlearning in Large Language ModelsLLM safety and security → Machine unlearning
  59. X-MOBILITY: End-To-End Generalizable Navigation via World ModelingWorld models → World models for navigation
  60. GenDP: 3D Semantic Fields for Category-Level Generalizable Diffusion PolicyDiffusion models → Diffusion and flow policies for robotics
  61. Neuropsychology and Explainability of AI: A Distributional Approach to the Relationship Between Activation Similarity of Neural Categories in Synthetic Cognition
  62. Reservoir computing for system identification and predictive control with limited data
  63. Fast and interpretable electricity consumption scenario generation for individual consumers
  64. Enhancing literature review with LLM and NLP methods. Algorithmic trading case
  65. Enhancement of Approximation Spaces by the Use of Primals and Neighborhood
  66. Neural Network Prediction of Strong Lensing Systems with Domain Adaptation and Uncertainty Quantification
  67. Hypergraphs as Weighted Directed Self-Looped Graphs: Spectral Properties, Clustering, Cheeger Inequality
  68. Hypergraph Neural Networks Reveal Spatial Domains from Single-cell Transcriptomics Data
  69. Simultaneous Dimensionality Reduction for Extracting Useful Representations of Large Empirical Multimodal Datasets
  70. Evaluating Deep Learning Approaches for Predictions in Unmonitored Basins with Continental-scale Stream Temperature Models
  71. Breaking the Illusion: Real-world Challenges for Adversarial Patches in Object Detection
  72. Real-Time Weapon Detection Using YOLOv8 for Enhanced Safety
  73. Uncovering the Genetic Basis of Glioblastoma Heterogeneity through Multimodal Analysis of Whole Slide Images and RNA Sequencing Data
  74. Measuring individual semantic networks: A simulation study
  75. AVHBench: A Cross-Modal Hallucination Benchmark for Audio-Visual Large Language Models
  76. Unified Microphone Conversion: Many-to-Many Device Mapping via Feature-wise Linear Modulation
  77. Focal Calibration Loss: Controlling Posterior Distortion in Deep Neural Classifiers
  78. Self-Supervised Learning for Time Series: A Review & Critique of FITS
  79. Countering Autonomous Cyber Threats
  80. CoreInfer: Accelerating Large Language Model Inference with Semantics-Inspired Adaptive Sparse Activation
  81. Robust and Explainable Depression Identification from Speech Using Vowel-Based Ensemble Learning Approaches
  82. Kenyan Sign Language (KSL) Dataset: Using Artificial Intelligence (AI) in Bridging Communication Barrier among the Deaf Learners
  83. NexusIndex: Integrating Advanced Vector Indexing and Multi-Model Embeddings for Robust Fake News Detection
  84. 1-2-3-Go! Policy Synthesis for Parameterized Markov Decision Processes via Decision-Tree Learning and Generalization
  85. LEGO: Language Model Building Blocks
  86. Augmenting Training Data with Vector-Quantized Variational Autoencoder for Classifying RF Signals
  87. KhmerST: A Low-Resource Khmer Scene Text Detection and Recognition Benchmark
  88. Screw Geometry Meets Bandits: Incremental Acquisition of Demonstrations to Generate Manipulation Plans
  89. Multilingual Hallucination Gaps in Large Language Models
  90. Stabilizing black-box model selection with the inflated argmax
  91. Backdoor in Seconds: Unlocking Vulnerabilities in Large Pre-trained Models via Model Editing
  92. Hamiltonian Matching for Symplectic Neural Integrators
  93. Predicting total time to compress a video corpus using online inference systems
  94. Human-Agent Coordination in Games under Incomplete Information via Multi-Step Intent
  95. Characterising Open Source Co-opetition in Company-hosted Open Source Software Projects: The Cases of PyTorch, TensorFlow, and Transformers
  96. DualSwinUnet++: An Enhanced Swin-Unet Architecture With Dual Decoders For PTMC Segmentation
  97. CARLA2Real: a tool for reducing the sim2real appearance gap in CARLA simulator
  98. Bayesian optimization for robust robotic grasping using a sensorized compliant hand
  99. Assessment of Developmental Dysgraphia Utilising a Display Tablet
  100. MsMorph: An Unsupervised pyramid learning network for brain image registration
All 283
  1. Generalizations across filler-gap dependencies in neural language models
  2. Data Augmentation for Automated Adaptive Rodent Training
  3. Optimizing the role of human evaluation in LLM-based spoken document summarization systems
  4. Neural Cover Selection for Image Steganography
  5. Advancing NLP Security by Leveraging LLMs as Adversarial Engines
  6. CorrectionLM: Self-Corrections with SLM for Dialogue State Tracking
  7. Automated Defect Detection and Grading of Piarom Dates Using Deep Learning
  8. Vocal Melody Construction for Persian Lyrics Using LSTM Recurrent Neural Networks
  9. PyTSC: A Unified Platform for Multi-Agent Reinforcement Learning in Traffic Signal Control
  10. Rethinking Positive Pairs in Contrastive Learning
  11. Personalized Instance-based Navigation Toward User-Specific Objects in Realistic Environments
  12. ZIP-FIT: Embedding-Free Data Selection via Compression-Based Alignment
  13. TabDPT: Scaling Tabular Foundation Models on Real Data
  14. Gazelle: An Instruction Dataset for Arabic Writing Assistance
  15. Stochastic gradient descent in high dimensions for multi-spiked tensor PCA
  16. Bridging the Diagnostic Divide: Classical Computer Vision and Advanced AI methods for distinguishing ITB and CD through CTE Scans
  17. Future Token Prediction -- Causal Language Modelling with Per-Token Semantic State Vector for Multi-Token Prediction
  18. Dreaming Learning
  19. Physics-informed Neural Networks for Functional Differential Equations: Cylindrical Approximation and Its Convergence Guarantees
  20. Music102: An D12-equivariant transformer for chord progression accompaniment
  21. Beyond the Kolmogorov Barrier: A Learnable Weighted Hybrid Autoencoder for Model Order Reduction
  22. FIPER: Factorized Features for Robust Image Super-Resolution and Compression
  23. FreeVS: Generative View Synthesis on Free Driving Trajectory
  24. ALTA: Compiler-Based Analysis of Transformers
  25. Leveraging Skills from Unlabeled Prior Data for Efficient Online Exploration
  26. ProFL: Performative Robust Optimal Federated Learning
  27. UnCLe: Benchmarking Unsupervised Continual Learning for Depth Completion
  28. Beyond Position: the emergence of wavelet-like properties in Transformers
  29. The Double-Edged Sword of Behavioral Responses in Strategic Classification: Theory and User Studies
  30. Explaining Bayesian Networks in Natural Language using Factor Arguments. Evaluation in the medical domain
  31. In-Pixel Foreground and Contrast Enhancement Circuits with Customizable Mapping
  32. Real time anomalies detection on video
  33. Key Algorithms for Keyphrase Generation: Instruction-Based LLMs for Russian Scientific Keyphrases
  34. POD-Attention: Unlocking Full Prefill-Decode Overlap for Faster LLM Inference
  35. Inferring stability properties of chaotic systems on autoencoders' latent spaces
  36. Estimating the Spectral Moments of the Kernel Integral Operator from Finite Sample Matrices
  37. Characterization of the multiplicity of solutions for camera pose given two vertically-aligned landmarks and accelerometer
  38. AI driven health recommender
  39. Semantic Segmentation and Scene Reconstruction of RGB-D Image Frames: An End-to-End Modular Pipeline for Robotic Applications
  40. Federated Transformer: Multi-Party Vertical Federated Learning on Practical Fuzzily Linked Data
  41. Robust Two-View Geometry Estimation with Implicit Differentiation
  42. Scaling Stick-Breaking Attention: An Efficient Implementation and In-depth Study
  43. metasnf: Meta Clustering with Similarity Network Fusion in R
  44. Together We Can: Multilingual Automatic Post-Editing for Low-Resource Languages
  45. Dependency Graph Parsing as Sequence Labeling
  46. Optical Generative Models
  47. POMDP-Driven Cognitive Massive MIMO Radar: Joint Target Detection-Tracking In Unknown Disturbances
  48. A Time-Aware Approach to Early Detection of Anorexia: UNSL at eRisk 2024
  49. Closed-form merging of parameter-efficient modules for Federated Continual Learning
  50. Zeitenwenden: Detecting changes in the German political discourse
  51. Medical Imaging Complexity and its Effects on GAN Performance
  52. MCUBERT: Memory-Efficient BERT Inference on Commodity Microcontrollers
  53. Generalized Resubstitution for Regression Error Estimation
  54. Theoretically Grounded Pruning of Large Ground Sets for Constrained, Discrete Optimization
  55. Optimizing Travel Itineraries with AI Algorithms in a Microservices Architecture: Balancing Cost, Time, Preferences, and Sustainability
  56. Spiking Graph Neural Network on Riemannian Manifolds
  57. Semi-Implicit Functional Gradient Flow for Efficient Sampling
  58. Retrieving snow depth distribution by downscaling ERA5 Reanalysis with ICESat-2 laser altimetry
  59. Multi-Continental Healthcare Modelling Using Blockchain-Enabled Federated Learning
  60. VR-Splatting: Foveated Radiance Field Rendering via 3D Gaussian Splatting and Neural Points
  61. Gaze-Assisted Medical Image Segmentation
  62. Addressing Asynchronicity in Clinical Multimodal Fusion via Individualized Chest X-ray Generation
  63. regAL: Python Package for Active Learning of Regression Problems
  64. Deep learning for model correction of dynamical systems with data scarcity
  65. Leveraging Deep Learning for Time Series Extrinsic Regression in predicting photometric metallicity of Fundamental-mode RR Lyrae Stars
  66. ELAICHI: Enhancing Low-resource TTS by Addressing Infrequent and Low-frequency Character Bigrams
  67. SpeakGer: A meta-data enriched speech corpus of German state and federal parliaments
  68. Lightweight Neural App Control
  69. Identifiable Representation and Model Learning for Latent Dynamic Systems
  70. AdaRankGrad: Adaptive Gradient-Rank and Moments for Memory-Efficient LLMs Training and Fine-Tuning
  71. A utility-based spatial analysis of residential street-level conditions; A case study of Rotterdam
  72. Relaxed Equivariance via Multitask Learning
  73. Population stratification for prediction of mortality in post-AKI patients
  74. CASCRNet: An Atrous Spatial Pyramid Pooling and Shared Channel Residual based Network for Capsule Endoscopy
  75. DataTales: A Benchmark for Real-World Intelligent Data Narration
  76. Blendify -- Python rendering framework for Blender
  77. TAGE: Trustworthy Attribute Group Editing for Stable Few-shot Image Generation
  78. The Probabilistic Tsetlin Machine: A Novel Approach to Uncertainty Quantification
  79. Is the GPU Half-Empty or Half-Full? Practical Scheduling Techniques for LLMs
  80. Few-shot NeRF by Adaptive Rendering Loss Regularization
  81. Optimal Streaming Algorithms for Multi-Armed Bandits
  82. Exploiting Text-Image Latent Spaces for the Description of Visual Concepts
  83. Att2CPC: Attention-Guided Lossy Attribute Compression of Point Clouds
  84. DREB-Net: Dual-stream Restoration Embedding Blur-feature Fusion Network for High-mobility UAV Object Detection
  85. Deep Learning for Active Region Classification: A Systematic Study from Convolutional Neural Networks to Vision Transformers
  86. Learning Lossless Compression for High Bit-Depth Volumetric Medical Image
  87. EntityCLIP: Entity-Centric Image-Text Matching via Multimodal Attentive Contrastive Learning
  88. GenUDC: High Quality 3D Mesh Generation with Unsigned Dual Contouring Representation
  89. OmniFlatten: An End-to-end GPT Model for Seamless Voice Conversation
  90. A Comprehensive Analysis on the Learning Curve in Kernel Ridge Regression
  91. Enhancing Federated Learning Convergence with Dynamic Data Queue and Data Entropy-driven Participant Selection
  92. Large Language Models Engineer Too Many Simple Features For Tabular Data
  93. TranSPORTmer: A Holistic Approach to Trajectory Understanding in Multi-Agent Sports
  94. Holon Programming Model -- A Software-Defined Approach for System of Systems
  95. Evaluating Explanations Through LLMs: Beyond Traditional User Studies
  96. ADEM-VL: Adaptive and Embedded Fusion for Efficient Vision-Language Tuning
  97. Quasi-Medial Distance Field (Q-MDF): A Robust Method for Approximating and Discretizing Neural Medial Axes
  98. Scaling Robot Policy Learning via Zero-Shot Labeling with Foundation Models
  99. Small Singular Values Matter: A Random Matrix Analysis of Transformer Models
  100. Faster Language Models with Better Multi-Token Prediction Using Tensor Decomposition
  101. Beyond Backpropagation: Optimization with Multi-Tangent Forward Gradients
  102. Anomaly Resilient Temporal QoS Prediction using Hypergraph Convoluted Transformer Network
  103. Topology meets Machine Learning: An Introduction using the Euler Characteristic Transform
  104. Latent Structures of Intertextuality in French Fiction
  105. A Neural Network Alternative to Tree-based Models
  106. VISAGE: Video Synthesis using Action Graphs for Surgery
  107. Can Uncertainty Quantification Improve Learned Index Benefit Estimation?
  108. Efficient Neural Implicit Representation for 3D Human Reconstruction
  109. Emotion Recognition with Facial Attention and Objective Activation Functions
  110. Local Contrastive Editing of Gender Stereotypes
  111. MojoBench: Language Modeling and Benchmarks for Mojo
  112. New Insight in Cervical Cancer Diagnosis Using Convolution Neural Network Architecture
  113. YOLO-Vehicle-Pro: A Cloud-Edge Collaborative Framework for Object Detection in Autonomous Driving under Adverse Weather Conditions
  114. FuzzWiz -- Fuzzing Framework for Efficient Hardware Coverage
  115. Dialectal and Low-Resource Machine Translation for Aromanian
  116. YOLOv11: An Overview of the Key Architectural Enhancements
  117. Continual Learning on a Data Diet
  118. CogSteer: Cognition-Inspired Selective Layer Intervention for Efficiently Steering Large Language Models
  119. A Data-Driven Odyssey in Solar Vehicles
  120. Beware of Calibration Data for Pruning Large Language Models
  121. Scalable Random Feature Latent Variable Models
  122. Longitudinal Causal Image Synthesis
  123. Towards a Similarity-adjusted Surprisal Theory
  124. Quantifying the Risks of Tool-assisted Rephrasing to Linguistic Diversity
  125. Deep Generative Models for 3D Medical Image Synthesis
  126. PETAH: Parameter Efficient Task Adaptation for Hybrid Transformers in a resource-limited Context
  127. AutoRNet: Automatically Optimizing Heuristics for Robust Network Design via Large Language Models
  128. Mapping the Media Landscape: Predicting Factual Reporting and Political Bias Through Web Interactions
  129. Towards Active Participant Centric Vertical Federated Learning: Some Representations May Be All You Need
  130. Surgical Scene Segmentation by Transformer With Asymmetric Feature Enhancement
  131. LMLPA: Language Model Linguistic Personality Assessment
  132. Exploring structure diversity in atomic resolution microscopy with graph neural networks
  133. Graph Signal Adaptive Message Passing
  134. Is Smoothness the Key to Robustness? A Comparison of Attention and Convolution Models Using a Novel Metric
  135. Incremental Learning of Affordances using Markov Logic Networks
  136. Bridging the Gaps: Utilizing Unlabeled Face Recognition Datasets to Boost Semi-Supervised Facial Expression Recognition
  137. Process Supervision-Guided Policy Optimization for Code Generation
  138. From PDFs to Structured Data: Utilizing LLM Analysis in Sports Database Management
  139. Self-Supervised Graph Neural Networks for Enhanced Feature Extraction in Heterogeneous Information Networks
  140. ImDy: Human Inverse Dynamics from Imitated Observations
  141. Towards Effective Data-Free Knowledge Distillation via Diverse Diffusion Augmentation
  142. Ranking of Multi-Response Experiment Treatments
  143. Integrating Large Language Models for UAV Control in Simulated Environments: A Modular Interaction Approach
  144. Cross-model Control: Improving Multiple Large Language Models in One-time Training
  145. PlantCamo: Plant Camouflage Detection
  146. A Kernel Perspective on Distillation-based Collaborative Learning
  147. Challenge on Sound Scene Synthesis: Evaluating Text-to-Audio Generation
  148. Predicting Company Growth using Scaling Theory informed Machine Learning
  149. Exploring Tokenization Methods for Multitrack Sheet Music Generation
  150. Bonsai: Gradient-free Graph Condensation for Node Classification
  151. Real-time Vehicle-to-Vehicle Communication Based Network Cooperative Control System through Distributed Database and Multimodal Perception: Demonstrated in Crossroads
  152. Adversarial Domain Adaptation for Metal Cutting Sound Detection: Leveraging Abundant Lab Data for Scarce Industry Data
  153. Double Banking on Knowledge: Customized Modulation and Prototypes for Multi-Modality Semi-supervised Medical Image Segmentation
  154. DisenGCD: A Meta Multigraph-assisted Disentangled Graph Learning Framework for Cognitive Diagnosis
  155. BlurryScope enables compact, cost-effective scanning microscopy for HER2 scoring using deep learning on blurry images
  156. FairDgcl: Fairness-aware Recommendation with Dynamic Graph Contrastive Learning
  157. LEADS: Lightweight Embedded Assisted Driving System
  158. Robust and Minimally Invasive Watermarking for EaaS
  159. Advancing Interpretability in Text Classification through Prototype Learning
  160. Predicting 30-Day Hospital Readmission in Medicare Patients: Insights from an LSTM Deep Learning Model
  161. Unsupervised Low-dose CT Reconstruction with One-way Conditional Normalizing Flows
  162. OVT-B: A New Large-Scale Benchmark for Open-Vocabulary Multi-Object Tracking
  163. Responsible Multilingual Large Language Models: A Survey of Development, Applications, and Societal Impact
  164. Navigate Complex Physical Worlds via Geometrically Constrained LLM
  165. Large Language Models Still Exhibit Bias in Long Text
  166. Univariate Conditional Variational Autoencoder for Morphogenic Patterns Design in Frontal Polymerization-Based Manufacturing
  167. SRA: A Novel Method to Improve Feature Embedding in Self-supervised Learning for Histopathological Images
  168. HCDN: A Change Detection Network for Construction Housekeeping Using Feature Fusion and Large Vision Models
  169. Time and Frequency Synergy for Source-Free Time-Series Domain Adaptations
  170. Congestion Forecast for Trains with Railroad-Graph-based Semi-Supervised Learning using Sparse Passenger Reports
  171. Score-based Conditional Out-of-Distribution Augmentation for Graph Covariate Shift
  172. PLGS: Robust Panoptic Lifting with 3D Gaussian Splatting
  173. An Ontology-Enabled Approach For User-Centered and Knowledge-Enabled Explanations of AI Systems
  174. Bilateral Hippocampi Segmentation in Low Field MRIs Using Mutual Feature Learning via Dual-Views
  175. Learning Fair and Preferable Allocations through Neural Network
  176. Mechanisms of Symbol Processing for In-Context Learning in Transformer Networks
  177. Enhancing Multimodal Medical Image Classification using Cross-Graph Modal Contrastive Learning
  178. BadFair: Backdoored Fairness Attacks with Group-conditioned Triggers
  179. Unsupervised Domain Adaptation for Action Recognition via Self-Ensembling and Conditional Embedding Alignment
  180. VoiceTextBlender: Augmenting Large Language Models with Speech Capabilities via Single-Stage Joint Speech-Text Supervised Fine-Tuning
  181. Which Client is Reliable?: A Reliable and Personalized Prompt-based Federated Learning for Medical Image Question Answering
  182. Is artificial intelligence still intelligence? LLMs generalize to novel adjective-noun pairs, but don't mimic the full human distribution
  183. AI, Global Governance, and Digital Sovereignty