mlsanityData to 14 Oct 2026

Papers

New on arXiv

Thu 11 Jan 2024

194 papers

  1. Model-Free Reinforcement Learning for Automated Fluid Administration in Critical CareDeep reinforcement learning methods → RL for clinical treatment and surgery
  2. Frequency-Time Diffusion with Neural Cellular AutomataDiffusion models → Diffusion foundations and sampling
  3. Demystifying Variational Diffusion ModelsDiffusion models → Diffusion foundations and sampling
  4. FedTabDiff: Federated Learning of Diffusion Probabilistic Models for Synthetic Mixed-Type Tabular Data GenerationDiffusion models → Robustness, privacy and adversarial aspects
  5. Eyes Wide Shut? Exploring the Visual Shortcomings of Multimodal LLMsMultimodal LLMs / vision-language models → MLLM training and visual instruction tuning
  6. EASYTOOL: Enhancing LLM-based Agents with Concise Tool InstructionLLM agents and tool use → Tool learning and function calling
  7. Scissorhands: Scrub Data Influence via Connection Sensitivity in NetworksLLM safety and security → Machine unlearning
  8. Distilling Vision-Language Models on Millions of VideosMultimodal LLMs / vision-language models → Video understanding with MLLMs
  9. E2GAN: Efficient Training of Efficient GANs for Image-to-Image TranslationDiffusion models → Diffusion foundations and sampling
  10. TOFU: A Task of Fictitious Unlearning for LLMsLLM safety and security → Machine unlearning
  11. Transformers are Multi-State RNNsEfficient LLM inference and serving → Early exit and edge inference
  12. Patchscopes: A Unifying Framework for Inspecting Hidden Representations of Language ModelsMechanistic interpretability → Knowledge and representations inside LLMs
  13. Secrets of RLHF in Large Language Models Part II: Reward ModelingLLM alignment / RLHF / preference optimisation → Reward modeling and RLHF
  14. GroundingGPT:Language Enhanced Multi-modal Grounding ModelMultimodal LLMs / vision-language models → VLM benchmarks and visual reasoning
  15. DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language ModelsMixture-of-experts → MoE large language models
  16. Attention to detail: inter-resolution knowledge distillationKnowledge distillation → Distillation for medical imaging
  17. Combating Adversarial Attacks with Multi-Agent DebateLLM agents and tool use → Agent threats, guardrails and governance +1
  18. Spatial-Aware Deep Reinforcement Learning for the Traveling Officer ProblemDeep reinforcement learning methods → RL for autonomous driving and traffic
  19. Universal Vulnerabilities in Large Language Models: Backdoor Attacks for In-context LearningLLM safety and security → Backdoor and data poisoning attacks
  20. Learning Cognitive Maps from Transformer Representations for Efficient Planning in Partially Observed EnvironmentsWorld models → Latent predictive world models
  21. DiffDA: a Diffusion Model for Weather-scale Data AssimilationDiffusion models → Flow matching, time series and science
  22. Mitigating Unhelpfulness in Emotional Support Conversations with Multifaceted AI FeedbackLLM alignment / RLHF / preference optimisation → Medical LLM alignment
  23. Efficient Image Deblurring Networks based on Diffusion ModelsDiffusion models → Inverse problems and image restoration
  24. Optimistic Model Rollouts for Pessimistic Offline Policy OptimizationOffline RL and imitation learning from data → Offline RL algorithms +1
  25. Safe reinforcement learning in uncertain contextsDeep reinforcement learning methods → Safe and constrained RL
  26. HiCAST: Highly Customized Arbitrary Style Transfer with Adapter Enhanced Diffusion ModelsDiffusion models → Image generation, text-to-image and editing
  27. Seven Failure Points When Engineering a Retrieval Augmented Generation SystemRetrieval-augmented generation → RAG pipeline design and evaluation
  28. Interpretable Concept Bottlenecks to Align Reinforcement Learning AgentsDeep reinforcement learning methods → Interpretable and logic-guided RL
  29. Designing Heterogeneous LLM Agents for Financial Sentiment AnalysisLLM agents and tool use → Financial trading and forecasting agents
  30. Bounds on the price of feedback for mistake-bounded online learningDeep reinforcement learning methods → RL theory and sample complexity
  31. Chain of Evidences and Evidence to Generate: Prompting for Context Grounded and Retrieval Augmented ReasoningLLM reasoning → Prompting and chain-of-thought reasoning +1
  32. Erasing Undesirable Influence in Diffusion ModelsDiffusion models → Robustness, privacy and adversarial aspects
  33. An experimental evaluation of Deep Reinforcement Learning algorithms for HVAC controlDeep reinforcement learning methods → RL for energy, networks and operations
  34. Object-Centric Diffusion for Efficient Video EditingDiffusion models → Video generation
  35. The Distributional Reward Critic Framework for Reinforcement Learning Under Perturbed RewardsLLM alignment / RLHF / preference optimisation → Reward modeling and RLHF +1
  36. Integrating Physician Diagnostic Logic into Large Language Models: Preference Learning from Process FeedbackLLM alignment / RLHF / preference optimisation → Medical LLM alignment
  37. Parrot: Pareto-optimal Multi-Reward Reinforcement Learning Framework for Text-to-Image GenerationLLM alignment / RLHF / preference optimisation → Diffusion and multimodal model alignment +1
  38. The Benefits of a Concise Chain of Thought on Problem-Solving in Large Language ModelsLLM reasoning → Prompting and chain-of-thought reasoning
  39. Graph Q-Learning for Combinatorial OptimizationDeep reinforcement learning methods → RL for games and combinatorial optimization
  40. REBUS: A Robust Evaluation Benchmark of Understanding SymbolsMultimodal LLMs / vision-language models → VLM benchmarks and visual reasoning
  41. Enhancing Digital Hologram Reconstruction Using Reverse-Attention Loss for Untrained Physics-Driven Deep Learning Models with Uncertain Distance
  42. Efficient Vision-and-Language Pre-training with Text-Relevant Image Patch Selection
  43. Wilcoxon Nonparametric CFAR Scheme for Ship Detection in SAR Image
  44. Short-Form Videos and Mental Health: A Knowledge-Guided Neural Topic Model
  45. Cyclic Neural Network
  46. A Comprehensive Survey of Text Classification Techniques and Their Research Applications: Observational and Experimental Insights
  47. Deep Learning-based Target-To-User Association in Integrated Sensing and Communication Systems
  48. EEGFormer: Towards Transferable and Interpretable Large-Scale EEG Foundation Model
  49. Brain Tumor Radiogenomic Classification
  50. Interpretable deep learning in single-cell omics
  51. Surrogate Neural Networks Local Stability for Aircraft Predictive Maintenance
  52. QCQP-Net: Reliably Learning Feasible Alternating Current Optimal Power Flow Solutions Under Constraints
  53. Analyzing Regional Impacts of Climate Change using Natural Language Processing Techniques
  54. When ChatGPT is gone: Creativity reverts and homogeneity persists
  55. UniRQR: A Unified Model for Retrieval Decision, Query, and Response Generation in Internet-Based Knowledge Dialogue Systems
  56. TONE: A 3-Tiered ONtology for Emotion analysis
  57. Advantage of Quantum Neural Networks as Quantum Information Decoders
  58. MultiSlot ReRanker: A Generic Model-based Re-Ranking Framework in Recommendation Systems
  59. Hierarchical Augmentation and Distillation for Class Incremental Audio-Visual Video Recognition
  60. Sampling and Uniqueness Sets in Graphon Signal Processing
  61. A Study on Self-Supervised Pretraining for Vision Problems in Gastrointestinal Endoscopy
  62. Qrlew: Rewriting SQL into Differentially Private SQL
  63. Segmentation of Mediastinal Lymph Nodes in CT with Anatomical Priors
  64. A Universal Knowledge Model and Cognitive Architecture for Prototyping AGI
  65. AGSPNet: A framework for parcel-scale crop fine-grained semantic change detection from UAV high-resolution imagery with agricultural geographic scene constraints
  66. Semantic-Preserving Feature Partitioning for Multi-View Ensemble Learning
  67. YOLO-Former: YOLO Shakes Hand With ViT
  68. LEGOBench: Scientific Leaderboard Generation Benchmark
  69. Leveraging Frequency Domain Learning in 3D Vessel Segmentation
  70. Learning Unsupervised Semantic Document Representation for Fine-grained Aspect-based Sentiment Analysis
  71. An Exploratory Assessment of LLM's Potential Toward Flight Trajectory Reconstruction Analysis
  72. Remixing Music for Hearing Aids Using Ensemble of Fine-Tuned Source Separators
  73. xTrimoPGLM: Unified 100B-Scale Pre-trained Transformer for Deciphering the Language of Protein
  74. Efficient Deformable ConvNets: Rethinking Dynamic and Sparse Operator for Vision Applications
  75. NeuSpin: Design of a Reliable Edge Neuromorphic System Based on Spintronics for Green AI
  76. CrisisKAN: Knowledge-infused and Explainable Multimodal Attention Network for Crisis Event Classification
  77. TriNeRFLet: A Wavelet Based Triplane NeRF Representation
  78. End to end Hindi to English speech conversion using Bark, mBART and a finetuned XLSR Wav2Vec2
  79. Prediction of Cellular Identities from Trajectory and Cell Fate Information
  80. Decentralized Gossip Mutual Learning (GML) for automatic head and neck tumor segmentation
  81. Dubbing for Everyone: Data-Efficient Visual Dubbing using Neural Rendering Priors
  82. Manipulating Feature Visualizations with Gradient Slingshots
  83. Extreme Compression of Large Language Models via Additive Quantization
  84. Gaussian Shadow Casting for Neural Characters
  85. Axis Tour: Word Tour Determines the Order of Axes in ICA-transformed Embeddings
  86. PALP: Prompt Aligned Personalization of Text-to-Image Models
  87. A Closer Look at AUROC and AUPRC under Class Imbalance
  88. PANDORA: A Parallel Dendrogram Construction Algorithm for Single Linkage Clustering on GPU
  89. Autocompletion of Chief Complaints in the Electronic Health Records using Large Language Models
  90. XGBoost Learning of Dynamic Wager Placement for In-Play Betting on an Agent-Based Model of a Sports Betting Exchange
  91. Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint
  92. Chain of History: Learning and Forecasting with LLMs for Temporal Knowledge Graph Completion
  93. Peridynamic Neural Operators: A Data-Driven Nonlocal Constitutive Model for Complex Material Responses
  94. Investigating Data Contamination for Pre-training Language Models
  95. MatSynth: A Modern PBR Materials Dataset
  96. Fast High Dynamic Range Radiance Fields for Dynamic Scenes
  97. On the Power of Graph Neural Networks and Feature Augmentation Strategies to Classify Social Networks
  98. Wavelet-Inspired Multiscale Graph Convolutional Recurrent Network for Traffic Forecasting
  99. RAVEN: Rethinking Adversarial Video Generation with Efficient Tri-plane Networks
  100. LinguAlchemy: Fusing Typological and Geographical Elements for Unseen Language Generalization
All 194
  1. GE-AdvGAN: Improving the transferability of adversarial samples by gradient editing-based adversarial generative model
  2. Automatic UAV-based Airport Pavement Inspection Using Mixed Real and Virtual Scenarios
  3. Surgical-DINO: Adapter Learning of Foundation Models for Depth Estimation in Endoscopic Surgery
  4. Sea ice detection using concurrent multispectral and synthetic aperture radar imagery
  5. How does the primate brain combine generative and discriminative computations in vision?
  6. TRIPS: Trilinear Point Splatting for Real-Time Radiance Field Rendering
  7. Body-Area Capacitive or Electric Field Sensing for Human Activity Recognition and Human-Computer Interaction: A Comprehensive Survey
  8. MGARD: A multigrid framework for high-performance, error-controlled data compression and refactoring
  9. A tree-based varying coefficient model
  10. End-to-end Learnable Clustering for Intent Learning in Recommendation
  11. Scientific Machine Learning Based Reduced-Order Models for Plasma Turbulence Simulations
  12. UAVD4L: A Large-Scale Dataset for UAV 6-DoF Localization
  13. A Lightweight Feature Fusion Architecture For Resource-Constrained Crowd Counting
  14. Block-Diagonal Orthogonal Relation and Matrix Entity for Knowledge Graph Embedding
  15. An attempt to generate new bridge types from latent space of PixelCNN
  16. Machine Learning Insides OptVerse AI Solver: Design Principles and Applications
  17. LLM-as-a-Coauthor: Can Mixed Human-Written and Machine-Generated Text Be Detected?
  18. Mutation-based Consistency Testing for Evaluating the Code Understanding Capability of LLMs
  19. DREQ: Document Re-Ranking Using Entity-based Query Understanding
  20. Combining Normalizing Flows and Quasi-Monte Carlo
  21. Time Series Forecasting of HIV/AIDS in the Philippines Using Deep Learning: Does COVID-19 Epidemic Matter?
  22. SH2: Self-Highlighted Hesitation Helps You Decode More Truthfully
  23. Learning Segmented 3D Gaussians via Efficient Feature Unprojection for Zero-shot Neural Scene Segmentation
  24. How Teachers Can Use Large Language Models and Bloom's Taxonomy to Create Educational Quizzes
  25. Prompt-based mental health screening from social media text
  26. EpilepsyLLM: Domain-Specific Large Language Model Fine-tuned with Epilepsy Medical Knowledge
  27. PartSTAD: 2D-to-3D Part Segmentation Task Adaptation
  28. ConKeD: Multiview contrastive descriptor learning for keypoint-based retinal image registration
  29. The Role of Deep Learning in Advancing Proactive Cybersecurity Measures for Smart Grid Networks: A Survey
  30. Binary Linear Tree Commitment-based Ownership Protection for Distributed Machine Learning
  31. LiDAR data acquisition and processing for ecology applications
  32. Generative Deduplication For Socia Media Data Selection
  33. YOIO: You Only Iterate Once by mining and fusing multiple necessary global information in the optical flow estimation
  34. Enhancing Personality Recognition in Dialogue by Data Augmentation and Heterogeneous Conversational Graph Networks
  35. Towards Boosting Many-to-Many Multilingual Machine Translation with Large Language Models
  36. Inferring Intentions to Speak Using Accelerometer Data In-the-Wild
  37. Pushing the Pareto front of band gap and permittivity: ML-guided search for dielectric materials
  38. Decoding AI's Nudge: A Unified Framework to Predict Human Behavior in AI-assisted Decision Making
  39. Revisiting Silhouette Aggregation
  40. Hallucination Benchmark in Medical Visual Question Answering
  41. Towards Goal-Oriented Agents for Evolving Problems Observed via Conversation
  42. Implications of Noise in Resistive Memory on Deep Neural Networks for Image Classification
  43. TAnet: A New Temporal Attention Network for EEG-based Auditory Spatial Attention Decoding with a Short Decision Window
  44. Cheetah: Bridging the Gap Between Machine Learning and Particle Accelerator Physics with High-Speed, Differentiable Simulations
  45. Tuning LLMs with Contrastive Alignment Instructions for Machine Translation in Unseen, Low-resource Languages
  46. On the representation and methodology for wide and short range head pose estimation
  47. CLIP-Driven Semantic Discovery Network for Visible-Infrared Person Re-Identification
  48. Graph Spatiotemporal Process for Multivariate Time Series Anomaly Detection with Missing Values
  49. Discovering Low-rank Subspaces for Language-agnostic Multilingual Representations
  50. Risk Taxonomy, Mitigation, and Assessment Benchmarks of Large Language Model Systems
  51. How Proficient Are Large Language Models in Formal Languages? An In-Depth Insight for Knowledge Base Question Answering
  52. Knowledge Translation: A New Pathway for Model Compression
  53. Learn From Zoom: Decoupled Supervised Contrastive Learning For WCE Image Classification
  54. Evaluating Data Augmentation Techniques for Coffee Leaf Disease Classification
  55. A new computationally efficient algorithm to solve Feature Selection for Functional Data Classification in high-dimensional spaces
  56. Learning Generalizable Models via Disentangling Spurious and Enhancing Potential Correlations
  57. GO-NeRF: Generating Objects in Neural Radiance Fields for Virtual Reality Content Creation
  58. A Shocking Amount of the Web is Machine Translated: Insights from Multi-Way Parallelism
  59. Surface Normal Estimation with Transformers
  60. Consistent Query Answering for Existential Rules with Closed Predicates
  61. Interpreting and Improving Attention From the Perspective of Large Kernel Convolution
  62. Cross-modal Retrieval for Knowledge-based Visual Question Answering
  63. Enhancing Contrastive Learning with Efficient Combinatorial Positive Pairing
  64. Zero Resource Cross-Lingual Part Of Speech Tagging
  65. Segment Boundary Detection via Class Entropy Measurements in Connectionist Phoneme Recognition
  66. Kernelized Normalizing Constant Estimation: Bridging Bayesian Quadrature and Bayesian Optimization
  67. Dynamic Indoor Fingerprinting Localization based on Few-Shot Meta-Learning with CSI Images
  68. CAT-LLM: Style-enhanced Large Language Models with Text Style Definition for Chinese Article-style Transfer
  69. Video Anomaly Detection and Explanation via Large Language Models
  70. R-BI: Regularized Batched Inputs enhance Incremental Decoding Framework for Low-Latency Simultaneous Speech Translation
  71. HiCMAE: Hierarchical Contrastive Masked Autoencoder for Self-Supervised Audio-Visual Emotion Recognition
  72. UCorrect: An Unsupervised Framework for Automatic Speech Recognition Error Correction
  73. Self Expanding Convolutional Neural Networks
  74. Deep Learning Meets Mechanism Design: Key Results and Some Novel Applications
  75. Use of Graph Neural Networks in Aiding Defensive Cyber Operations
  76. Exploring Self- and Cross-Triplet Correlations for Human-Object Interaction Detection
  77. ConcEPT: Concept-Enhanced Pre-Training for Language Models
  78. EsaCL: Efficient Continual Learning of Sparse Models
  79. Root Cause Analysis on Energy Efficiency with Transfer Entropy Flow
  80. Unveiling the Tapestry of Automated Essay Scoring: A Comprehensive Investigation of Accuracy, Fairness, and Generalizability
  81. Towards Conversational Diagnostic AI
  82. Quantifying Marketing Performance at Channel-Partner Level by Using Marketing Mix Modeling (MMM) and Shapley Value Regression
  83. On Context-aware Detection of Cherry-picking in News Reporting
  84. Masked Attribute Description Embedding for Cloth-Changing Person Re-identification
  85. When eBPF Meets Machine Learning: On-the-fly OS Kernel Compartmentalization
  86. MatSAM: Efficient Extraction of Microstructures of Materials via Visual Large Model
  87. Transforming Image Super-Resolution: A ConvFormer-based Efficient Approach
  88. Natural Language Processing for Dialects of a Language: A Survey
  89. DrawTalking: Building Interactive Worlds by Sketching and Speaking
  90. Learning Performance-Oriented Control Barrier Functions Under Complex Safety Constraints and Limited Actuation
  91. Face-GPS: A Comprehensive Technique for Quantifying Facial Muscle Dynamics in Videos
  92. Scaling Laws for Forgetting When Fine-Tuning Large Language Models
  93. Nucleus subtype classification using inter-modality learning
  94. POMP: Probability-driven Meta-graph Prompter for LLMs in Low-resource Unsupervised Neural Machine Translation