mlsanityData to 14 Oct 2026

Papers

New on arXiv

Tue 18 Jul 2023

228 papers

  1. Towards A Unified Agent with Foundation ModelsMultimodal LLMs / vision-language models → Embodied and 3D vision-language models +1
  2. Application of BadNets in Spam FiltersLLM safety and security → Backdoor and data poisoning attacks
  3. Traffic-Domain Video Question Answering with Automatic CaptioningLLM reasoning → Chain-of-thought reasoning for driving
  4. AnyDoor: Zero-shot Object-level Image CustomizationDiffusion models → Video generation
  5. Overthinking the Truth: Understanding how Language Models Process False DemonstrationsLLM reasoning → Reasoning benchmarks and evaluation
  6. ChatSpot: Bootstrapping Multimodal LLMs via Precise Referring Instruction TuningMultimodal LLMs / vision-language models → MLLM training and visual instruction tuning +1
  7. Scaling Laws for Imitation Learning in Single-Agent GamesLLM agents and tool use → Reinforcement learning for LLM agents +1
  8. Let's ViCE! Mimicking Human Cognitive Behavior in Image Generation EvaluationMultimodal LLMs / vision-language models → MLLM training and visual instruction tuning
  9. Knowledge Distillation for Object Detection: from generic to remote sensing datasetsKnowledge distillation → Detection and dense prediction distillation
  10. Learning Dynamic Attribute-factored World Models for Efficient Multi-object Reinforcement LearningWorld models → Latent predictive world models
  11. Class-relation Knowledge Distillation for Novel Class DiscoveryKnowledge distillation → General knowledge distillation methods
  12. Multimodal LLMs for health grounded in individual-specific dataMultimodal LLMs / vision-language models → Medical vision-language models
  13. Towards Authentic Face Restoration with Iterative Diffusion Models and BeyondDiffusion models → Inverse problems and image restoration
  14. REX: Rapid Exploration and eXploitation for AI AgentsLLM agents and tool use → Reinforcement learning for LLM agents
  15. MLP Fusion: Towards Efficient Fine-tuning of Dense and Mixture-of-Experts Language ModelsMixture-of-experts → MoE large language models
  16. Multi-Stage Cable Routing through Hierarchical Imitation LearningOffline RL and imitation learning from data → Robot manipulation imitation learning
  17. Large Language Models Perform Diagnostic ReasoningLLM reasoning → Clinical and biomedical applications
  18. Medication abortion via digital health in the United States: a systematic scoping review
  19. Deep learning for unsupervised domain adaptation in medical imaging: Recent advancements and future perspectives
  20. De Re and De Dicto Knowledge in Egocentric Setting
  21. AutoAlign: Fully Automatic and Effective Knowledge Graph Alignment enabled by Large Language Models
  22. An Integrated NPL Approach to Sentiment Analysis in Satisfaction Surveys
  23. CSSL-RHA: Contrastive Self-Supervised Learning for Robust Handwriting Authentication
  24. Solving multiphysics-based inverse problems with learned surrogates and constraints
  25. Generative Visual Question Answering
  26. Analyzing sports commentary in order to automatically recognize events and extract insights
  27. Causality-oriented robustness: exploiting general noise interventions
  28. Towards Automated Semantic Segmentation in Mammography Images
  29. The Language Labyrinth: Constructive Critique on the Terminology Used in the AI Discourse
  30. Mutual Reinforcement Effects in Japanese Sentence Classification and Named Entity Recognition Tasks
  31. ECSIC: Epipolar Cross Attention for Stereo Image Compression
  32. Semi-supervised Cycle-GAN for face photo-sketch translation in the wild
  33. Reclaiming the Horizon: Novel Visualization Designs for Time-Series Data with Large Value Ranges
  34. Survey on Controlable Image Synthesis with Deep Learning
  35. Zero-shot Domain-sensitive Speech Recognition with Prompt-conditioning Fine-tuning
  36. PubMed and Beyond: Biomedical Literature Search in the Age of Artificial Intelligence
  37. Domain Adaptation based Object Detection for Autonomous Driving in Foggy and Rainy Weather
  38. What's meant by explainable model: A Scoping Review
  39. Convex Geometry of ReLU-layers, Injectivity on the Ball and Local Reconstruction
  40. JAZZVAR: A Dataset of Variations found within Solo Piano Performances of Jazz Standards for Music Overpainting
  41. Anticipating Technical Expertise and Capability Evolution in Research Communities using Dynamic Graph Transformers
  42. Object-aware Gaze Target Detection
  43. Physics-based Reduced Order Modeling for Uncertainty Quantification of Guided Wave Propagation using Bayesian Optimization
  44. Neural Priority Queues for Graph Neural Networks
  45. HAT-CL: A Hard-Attention-to-the-Task PyTorch Library for Continual Learning
  46. VISER: A Tractable Solution Concept for Games with Information Asymmetry
  47. With Flying Colors: Predicting Community Success in Large-scale Collaborative Campaigns
  48. Skin Lesion Correspondence Localization in Total Body Photography
  49. Promoting Exploration in Memory-Augmented Adam using Critical Momenta
  50. Transformer-based Dual-domain Network for Few-view Dedicated Cardiac SPECT Image Reconstructions
  51. Conditional 360-degree Image Synthesis for Immersive Indoor Scene Decoration
  52. Towards Federated Foundation Models: Scalable Dataset Pipelines for Group-Structured Learning
  53. Saliency strikes back: How filtering out high frequencies improves white-box explanations
  54. Automating Wood Species Detection and Classification in Microscopic Images of Fibrous Materials with Deep Learning
  55. Self-Compatibility: Evaluating Causal Discovery without Ground Truth
  56. The semantic landscape paradigm for neural networks
  57. Surgical Action Triplet Detection by Mixed Supervised Learning of Instrument-Tissue Interactions
  58. DreaMR: Diffusion-driven Counterfactual Explanation for Functional MRI
  59. Can Neural Network Memorization Be Localized?
  60. Can Model Fusing Help Transformers in Long Document Classification? An Empirical Study
  61. Adversarial Bayesian Augmentation for Single-Source Domain Generalization
  62. Explanation-Guided Fair Federated Learning for Transparent 6G RAN Slicing
  63. PLiNIO: A User-Friendly Library of Gradient-based Methods for Complexity-aware DNN Optimization
  64. Submodular Maximization under the Intersection of Matroid and Knapsack Constraints
  65. Forecasting steam mass flow in power plants using the parallel hybrid network
  66. FACTS: Facial Animation Creation using the Transfer of Styles
  67. GroupLane: End-to-End 3D Lane Detection with Channel-wise Grouping
  68. Occlusion Aware Student Emotion Recognition based on Facial Action Unit Detection
  69. A Cryogenic Memristive Neural Decoder for Fault-tolerant Quantum Error Correction
  70. Does Circuit Analysis Interpretability Scale? Evidence from Multiple Choice Capabilities in Chinchilla
  71. Smooth Attention for Deep Multiple Instance Learning: Application to CT Intracranial Hemorrhage Detection
  72. A comparative analysis of SRGAN models
  73. Pseudo Outlier Exposure for Out-of-Distribution Detection using Pretrained Transformers
  74. Convergent regularization in inverse problems and linear plug-and-play denoisers
  75. Grounded Object Centric Learning
  76. SLMGAN: Exploiting Speech Language Model Representations for Unsupervised Zero-Shot Voice Conversion in GANs
  77. Balancing Privacy and Progress in Artificial Intelligence: Anonymization in Histopathology for Biomedical Research and Education
  78. Measuring Student Behavioral Engagement using Histogram of Actions
  79. Online Learning with Costly Features in Non-stationary Environments
  80. ZeQR: Zero-shot Query Reformulation for Conversational Search
  81. Generalization within in silico screening
  82. Data Cross-Segmentation for Improved Generalization in Reinforcement Learning Based Algorithmic Trading
  83. CertPri: Certifiable Prioritization for Deep Neural Networks via Movement Cost in Feature Space
  84. Enhancing Pattern Classification in Support Vector Machines through Matrix Formulation
  85. Audio-driven Talking Face Generation with Stabilized Synchronization Loss
  86. Sparse Gaussian Graphical Models with Discrete Optimization: Computational and Statistical Perspectives
  87. An Evaluation of Zero-Cost Proxies -- from Neural Architecture Performance to Model Robustness
  88. Local Minima Drive Communications in Cooperative Interaction
  89. Disentangle then Parse:Night-time Semantic Segmentation with Illumination Disentanglement
  90. MOCA: Self-supervised Representation Learning by Predicting Masked Online Codebook Assignments
  91. Using the IBM Analog In-Memory Hardware Acceleration Kit for Neural Network Training and Inference
  92. OnlineRefer: A Simple Online Baseline for Referring Video Object Segmentation
  93. SphereNet: Learning a Noise-Robust and General Descriptor for Point Cloud Registration
  94. Learning to Select SAT Encodings for Pseudo-Boolean and Linear Integer Constraints
  95. Adaptively Optimised Adaptive Importance Samplers
  96. Company2Vec -- German Company Embeddings based on Corporate Websites
  97. Visual Validation versus Visual Estimation: A Study on the Average Value in Scatterplots
  98. Towards a performance analysis on pre-trained Visual Question Answering models for autonomous driving
  99. Efficient Region-Aware Neural Radiance Fields for High-Fidelity Talking Portrait Synthesis
  100. Exploiting Field Dependencies for Learning on Categorical Data
All 228
  1. Biomaker CA: a Biome Maker project using Cellular Automata
  2. MarS3D: A Plug-and-Play Motion-Aware Model for Semantic Segmentation on Multi-Scan 3D Point Clouds
  3. Multi-Modal Discussion Transformer: Integrating Text, Images and Graph Transformers to Detect Hate Speech on Social Media
  4. Automatic Differentiation for Inverse Problems with Applications in Quantum Transport
  5. EigenTrajectory: Low-Rank Descriptors for Multi-Modal Trajectory Forecasting
  6. Conformal prediction under ambiguous ground truth
  7. Rumor Detection with Diverse Counterfactual Evidence
  8. Llama 2: Open Foundation and Fine-Tuned Chat Models
  9. FlexiAST: Flexibility is What AST Needs
  10. RepViT: Revisiting Mobile CNN From ViT Perspective
  11. Regression-free Blind Image Quality Assessment with Content-Distortion Consistency
  12. Improving Text Semantic Similarity Modeling through a 3D Siamese Network
  13. Linearized Relative Positional Encoding
  14. End-to-End Neural Network Training for Hyperbox-Based Classification
  15. Distilling Coarse-to-Fine Semantic Matching Knowledge for Weakly Supervised 3D Visual Grounding
  16. Mobility-Aware Joint User Scheduling and Resource Allocation for Low Latency Federated Learning
  17. Neuromorphic spintronics simulated using an unconventional data-driven Thiele equation approach
  18. Adaptive Topological Feature via Persistent Homology: Filtration Learning for Point Clouds
  19. Text vectorization via transformer-based language models and n-gram perplexities
  20. Selective Generation for Controllable Language Models
  21. UniTabE: A Universal Pretraining Protocol for Tabular Foundation Model in Data Science
  22. Application of BERT in Wind Power Forecasting-Teletraan's Solution in Baidu KDD Cup 2022
  23. Energy Efficient Deep Multi-Label ON/OFF Classification of Low Frequency Metered Home Appliances
  24. Generation of High Spatial Resolution Terrestrial Surface from Low Spatial Resolution Elevation Contour Maps via Hierarchical Computation of Median Elevation Regions
  25. Fusing Hand and Body Skeletons for Human Action Recognition in Assembly
  26. Distilling Knowledge from Text-to-Image Generative Models Improves Visio-Linguistic Reasoning in CLIP
  27. Detecting Throat Cancer from Speech Signals using Machine Learning: A Scoping Literature Review
  28. Human Body Digital Twin: A Master Plan
  29. A Survey on Open-Vocabulary Detection and Segmentation: Past, Present, and Future
  30. How Many Neurons Does it Take to Approximate the Maximum?
  31. Nested stochastic block model for simultaneously clustering networks and nodes
  32. Automated Ableism: An Exploration of Explicit Disability Biases in Sentiment and Toxicity Analysis Models
  33. Context-Conditional Navigation with a Learning-Based Terrain- and Robot-Aware Dynamics Model
  34. ESMC: Entire Space Multi-Task Model for Post-Click Conversion Rate via Parameter Constraint
  35. You've Got Two Teachers: Co-evolutionary Image and Report Distillation for Semi-supervised Anatomical Abnormality Detection in Chest X-ray
  36. Pixel-wise Graph Attention Networks for Person Re-identification
  37. Federated Learning for Computationally-Constrained Heterogeneous Devices: A Survey
  38. Jean-Luc Picard at Touch'e 2023: Comparing Image Generation, Stance Detection and Feature Matching for Image Retrieval for Arguments
  39. Towards Trustworthy Dataset Distillation
  40. Unveiling Gender Bias in Terms of Profession Across LLMs: Analyzing and Addressing Sociological Implications
  41. CG-fusion CAM: Online segmentation of laser-induced damage on large-aperture optics
  42. Constraining Depth Map Geometry for Multi-View Stereo: A Dual-Depth Approach with Saddle-shaped Depth Cells
  43. MLF-DET: Multi-Level Fusion for Cross-Modal 3D Object Detection
  44. OPHAvatars: One-shot Photo-realistic Head Avatars
  45. Enhancing Network Slicing Architectures with Machine Learning, Security, Sustainability and Experimental Networks Integration
  46. PRO-Face S: Privacy-preserving Reversible Obfuscation of Face Images via Secure Flow
  47. MVA2023 Small Object Detection Challenge for Spotting Birds: Dataset, Methods, and Results
  48. Characterization of partial wetting by CMAS droplets using multiphase many-body dissipative particle dynamics and data-driven discovery based on PINNs
  49. Machine Learning for SAT: Restricted Heuristics and New Graph Representations
  50. The Effects of Mixed Sample Data Augmentation are Class Dependent
  51. Cloud-native RStudio on Kubernetes for Hopsworks
  52. Light-Weight Vision Transformer with Parallel Local and Global Self-Attention
  53. BOLD: A Benchmark for Linked Data User Agents and a Simulation Framework for Dynamic Linked Data Environments
  54. NU-MCC: Multiview Compressive Coding with Neighborhood Decoder and Repulsive UDF
  55. Mining of Single-Class by Active Learning for Semantic Segmentation
  56. Division Gets Better: Learning Brightness-Aware and Detail-Sensitive Representations for Low-Light Image Enhancement
  57. A Survey on Multi-Objective Neural Architecture Search
  58. Non-stationary Delayed Combinatorial Semi-Bandit with Causally Related Rewards
  59. Attention over pre-trained Sentence Embeddings for Long Document Classification
  60. A Federated learning model for Electric Energy management using Blockchain Technology
  61. Estimation of an Order Book Dependent Hawkes Process for Large Datasets
  62. Real-time Inference and Extrapolation via a Diffusion-inspired Temporal Transformer Operator (DiTTO)
  63. PixelHuman: Animatable Neural Radiance Fields from Few Images
  64. Evaluate Fine-tuning Strategies for Fetal Head Ultrasound Image Segmentation with U-Net
  65. PatchCT: Aligning Patch Set and Label Set with Conditional Transport for Multi-Label Image Classification
  66. Learning Adaptive Neighborhoods for Graph Neural Networks
  67. Extreme heatwave sampling and prediction with analog Markov chain and comparisons with deep learning
  68. Text-guided Image Restoration and Semantic Enhancement for Text-to-Image Person Retrieval
  69. Globally solving the Gromov-Wasserstein problem for point clouds in low dimensional Euclidean spaces
  70. Robust Data Clustering with Outliers via Transformed Tensor Low-Rank Representation
  71. Connections between Operator-splitting Methods and Deep Neural Networks with Applications in Image Segmentation
  72. QMNet: Importance-Aware Message Exchange for Decentralized Multi-Agent Reinforcement Learning
  73. R-Cut: Enhancing Explainability in Vision Transformers with Relationship Weighted Out and Cut
  74. FedDefender: Client-Side Attack-Tolerant Federated Learning
  75. Modular Multimodal Machine Learning for Extraction of Theorems and Proofs in Long Scientific Documents (Extended Version)
  76. Emotional Intelligence of Large Language Models
  77. PottsMGNet: A Mathematical Explanation of Encoder-Decoder Based Neural Networks
  78. PromptMagician: Interactive Prompt Engineering for Text-to-Image Creation
  79. Online Self-Supervised Thermal Water Segmentation for Aerial Vehicles
  80. ActionPrompt: Action-Guided 3D Human Pose Estimation With Text and Pose Prompting
  81. qecGPT: decoding Quantum Error-correcting Codes with Generative Pre-trained Transformers
  82. LA-Net: Landmark-Aware Learning for Reliable Facial Expression Recognition under Label Noise
  83. Towards a Neural Era in Dialogue Management for Collaboration: A Literature Survey
  84. FISTNet: FusIon of STyle-path generative Networks for Facial Style Transfer
  85. U-shaped Transformer: Retain High Frequency Context in Time Series Analysis
  86. Exploring acceptance of autonomous vehicle policies using KeyBERT and SNA: Targeting engineering students
  87. How is ChatGPT's behavior changing over time?
  88. Soft-IntroVAE for Continuous Latent space Image Super-Resolution
  89. On the (In)Effectiveness of Large Language Models for Chinese Text Correction
  90. OxfordVGG Submission to the EGO4D AV Transcription Challenge
  91. Frequency-mixed Single-source Domain Generalization for Medical Image Segmentation
  92. Ord2Seq: Regarding Ordinal Regression as Label Sequence Prediction
  93. TractCloud: Registration-free tractography parcellation with a novel local-global streamline point cloud representation
  94. Oracle Efficient Online Multicalibration and Omniprediction
  95. Revisiting Latent Space of GAN Inversion for Real Image Editing
  96. Human Action Recognition in Still Images Using ConViT
  97. Arbitrary point cloud upsampling via Dual Back-Projection Network
  98. EgoVM: Achieving Precise Ego-Localization using Lightweight Vectorized Maps
  99. GraphCL-DTA: a graph contrastive learning with molecular semantics for drug-target binding affinity prediction
  100. EVIL: Evidential Inference Learning for Trustworthy Semi-supervised Medical Image Segmentation
  101. AI-assisted Improved Service Provisioning for Low-latency XR over 5G NR
  102. PromptCrafter: Crafting Text-to-Image Prompt through Mixed-Initiative Dialogue with LLM
  103. In Defense of Clip-based Video Relation Detection
  104. Neural Network Pruning as Spectrum Preserving Process
  105. Learned Scalable Video Coding For Humans and Machines
  106. Development of the ChatGPT, Generative Artificial Intelligence and Natural Large Language Models for Accountable Reporting and Use (CANGARU) Guidelines
  107. A Unifying Framework for Differentially Private Sums under Continual Observation
  108. Landscape Surrogate: Learning Decision Losses for Mathematical Optimization Under Partial Information
  109. Discretization-based ensemble model for robust learning in IoT
  110. Knowledge-infused Deep Learning Enables Interpretable Landslide Forecasting
  111. Deep Physics-Guided Unrolling Generalization for Compressed Sensing
  112. Alioth: A Machine Learning Based Interference-Aware Performance Monitor for Multi-Tenancy Applications in Public Cloud
  113. Mitigating Label Bias via Decoupled Confident Learning
  114. Siamese Networks for Weakly Supervised Human Activity Recognition
  115. Runtime Stealthy Perception Attacks against DNN-based Adaptive Cruise Control Systems
  116. Multi-stage Neural Networks: Function Approximator of Machine Precision
  117. IxDRL: A Novel Explainable Deep Reinforcement Learning Toolkit based on Analyses of Interestingness
  118. Teach model to answer questions after comprehending the document
  119. Unsupervised Deep Graph Matching Based on Cycle Consistency
  120. Active learning of effective Hamiltonian for super-large-scale atomic structures
  121. Integration of Large Language Models and Federated Learning
  122. Towards Task Sampler Learning for Meta-Learning
  123. Optimistic Estimate Uncovers the Potential of Nonlinear Models
  124. Continuous-Time Reinforcement Learning: New Design Algorithms with Theoretical Insights and Performance Guarantees
  125. Systematic comparison of semi-supervised and self-supervised learning for medical image classification
  126. Towards the Sparseness of Projection Head in Self-Supervised Learning
  127. Sharpness-Aware Graph Collaborative Filtering
  128. What Can Simple Arithmetic Operations Do for Temporal Modeling?