mlsanityData to 14 Oct 2026

Papers

New on arXiv

Tue 15 Aug 2023

193 papers

  1. DiagGPT: An LLM-based and Multi-agent Dialogue System with Automatic Topic Management for Flexible Task-Oriented DialogueLLM agents and tool use → General LLM agent frameworks and benchmarks
  2. Monte Carlo guided Diffusion for Bayesian linear inverse problemsDiffusion models → Inverse problems and image restoration
  3. Dynamic Attention-Guided Diffusion for Image Super-ResolutionDiffusion models → Inverse problems and image restoration
  4. RAVEN: In-Context Learning with Retrieval-Augmented Encoder-Decoder Language ModelsRetrieval-augmented generation → Generation and context integration
  5. Solving Challenging Math Word Problems Using GPT-4 Code Interpreter with Code-based Self-VerificationLLM reasoning → Mathematical reasoning
  6. A Foundation Language-Image Model of the Retina (FLAIR): Encoding Expert Knowledge in Text SupervisionMultimodal LLMs / vision-language models → Medical vision-language models
  7. SciRE-Solver: Accelerating Diffusion Models Sampling by Score-integrand Solver with Recursive DifferenceDiffusion models → Diffusion foundations and sampling
  8. Link-Context Learning for Multimodal LLMsMultimodal LLMs / vision-language models → MLLM training and visual instruction tuning
  9. StyleDiffusion: Controllable Disentangled Style Transfer via Diffusion ModelsDiffusion models → Image generation, text-to-image and editing
  10. Robustness Over Time: Understanding Adversarial Examples' Effectiveness on Longitudinal Versions of Large Language ModelsLLM safety and security → Jailbreaking
  11. CCD-3DR: Consistent Conditioning in Diffusion for Single-Image 3D ReconstructionDiffusion models → 3D, point cloud and scene generation
  12. DiffV2S: Diffusion-based Video-to-Speech Synthesis with Vision-guided Speaker EmbeddingDiffusion models → Audio, speech and music
  13. Forward-Backward Reasoning in Large Language Models for Mathematical VerificationLLM reasoning → Mathematical reasoning
  14. Dancing Avatar: Pose and Text-Guided Human Motion Videos Synthesis with Image Diffusion ModelDiffusion models → Audio, speech and music
  15. Real Robot Challenge 2022: Learning Dexterous Manipulation from Offline Data in the Real WorldOffline RL and imitation learning from data → Real-world robot offline RL
  16. Fast Machine Unlearning Without Retraining Through Selective Synaptic DampeningLLM safety and security → Machine unlearning
  17. Exploring Transfer Learning in Medical Image Segmentation using Vision-Language ModelsMultimodal LLMs / vision-language models → Medical vision-language models
  18. Better Zero-Shot Reasoning with Role-Play PromptingLLM reasoning → Reasoning benchmarks and evaluation
  19. DiffGuard: Semantic Mismatch-Guided Out-of-Distribution Detection using Pre-trained Diffusion ModelsDiffusion models → Medical imaging and segmentation
  20. Steering Language Generation: Harnessing Contrastive Expert Guidance and Negative Prompting for Coherent and Diverse Synthetic Data GenerationSynthetic data and self-improvement for LLMs → LLM synthetic data generation
  21. SGDiff: A Style Guided Diffusion Model for Fashion SynthesisDiffusion models → 3D, point cloud and scene generation
  22. Generating Personas for Games with Multimodal Adversarial Imitation LearningOffline RL and imitation learning from data → Imitation learning methods
  23. MVMR: A New Framework for Evaluating Faithfulness of Video Moment Retrieval against Multiple Distractors
  24. Framework and Model Analysis on Bengali Document Layout Analysis Dataset: BaDLAD
  25. Mono/Multi-material Characterization Using Hyperspectral Images and Multi-Block Non-Negative Matrix Factorization
  26. A Robust Adaptive Workload Orchestration in Pure Edge Computing
  27. Implicit ZCA Whitening Effects of Linear Autoencoders for Recommendation
  28. DS4DH at #SMM4H 2023: Zero-Shot Adverse Drug Events Normalization using Sentence Transformers and Reciprocal-Rank Fusion
  29. Inverse Lithography Physics-informed Deep Neural Level Set for Mask Optimization
  30. Detection of ChatGPT Fake Science with the xFakeSci Learning Algorithm
  31. IoT Data Trust Evaluation via Machine Learning
  32. Improved mirror ball projection for more accurate merging of multiple camera outputs and process monitoring
  33. ERA*: Enhanced Relaxed A* algorithm for Solving the Shortest Path Problem in Regular Grid Maps
  34. A Trustable LSTM-Autoencoder Network for Cyberbullying Detection on Social Media Using Synthetic Data
  35. Advancements in Repetitive Action Counting: Joint-Based PoseRAC Model With Improved Performance
  36. Analyzing the Capabilities of Nature-inspired Feature Selection Algorithms in Predicting Student Performance
  37. Large Language Models in Introductory Programming Education: ChatGPT's Performance and Implications for Assessments
  38. A physics-informed machine learning model for reconstruction of dynamic loads
  39. CMISR: Circular Medical Image Super-Resolution
  40. KMF: Knowledge-Aware Multi-Faceted Representation Learning for Zero-Shot Node Classification
  41. Temporal Interest Network for User Response Prediction
  42. Tightest Admissible Shortest Path
  43. Improving CTC-AED model with integrated-CTC and auxiliary loss regularization
  44. Implementing Quantum Generative Adversarial Network (qGAN) and QCBM in Finance
  45. Decentralized Graph Neural Network for Privacy-Preserving Recommendation
  46. Freshness or Accuracy, Why Not Both? Addressing Delayed Feedback via Dynamic Graph Neural Networks
  47. Max-affine regression via first-order methods
  48. A Reinforcement Learning Approach for Performance-aware Reduction in Power Consumption of Data Center Compute Nodes
  49. The Costly Dilemma: Generalization, Evaluation and Cost-Optimal Deployment of Large Language Models
  50. Robust Bayesian Tensor Factorization with Zero-Inflated Poisson Model and Consensus Aggregation
  51. Simple online learning with consistent oracle
  52. Natural Evolution Strategies as a Black Box Estimator for Stochastic Variational Inference
  53. Unbiased Decisions Reduce Regret: Adversarial Domain Adaptation for the Bank Loan Problem
  54. Regret Lower Bounds in Multi-agent Multi-armed Bandit
  55. Deep Learning Framework for Spleen Volume Estimation from 2D Cross-sectional Views
  56. Domain Adaptation for Code Model-based Unit Test Case Generation
  57. Using Artificial Populations to Study Psychological Phenomena in Neural Models
  58. Classification of Data Generated by Gaussian Mixture Models Using Deep ReLU Networks
  59. Sophisticated Learning: A novel algorithm for active learning during model-based planning
  60. End-to-End Open Vocabulary Keyword Search With Multilingual Neural Representations
  61. Simulation-Based Evaluation of Energy-Constrained Quantum-Classical Competition
  62. Active Inverse Learning in Stackelberg Trajectory Games
  63. Shortcut-V2V: Compression Framework for Video-to-Video Translation based on Temporal Redundancy Reduction
  64. GRINN: A Physics-Informed Neural Network for solving hydrodynamic systems in the presence of self-gravity
  65. BI-LAVA: Biocuration with Hierarchical Image Labeling through Active Learning and Visual Analysis
  66. A2Nav: Action-Aware Zero-Shot Robot Navigation by Exploiting Vision-and-Language Ability of Foundation Models
  67. Anaphoric Structure Emerges Between Neural Networks
  68. An Adaptive Approach for Probabilistic Wind Power Forecasting Based on Meta-Learning
  69. "Beware of deception": Detecting Half-Truth and Debunking it through Controlled Claim Editing
  70. MultiSChuBERT: Effective Multimodal Fusion for Scholarly Document Quality Prediction
  71. Teach LLMs to Personalize -- An Approach inspired by Writing Education
  72. Boosting Cross-Quality Face Verification using Blind Face Restoration
  73. APACE: AlphaFold2 and advanced computing as a service for accelerated discovery in biophysics
  74. Leveraging Symmetries in Pick and Place
  75. Portfolio Selection via Topological Data Analysis
  76. CoDeF: Content Deformation Fields for Temporally Consistent Video Processing
  77. Helping Hands: An Object-Aware Ego-Centric Video Recognition Model
  78. Relightable and Animatable Neural Avatar from Sparse-View Video
  79. Through the Lens of Core Competency: Survey on Evaluation of Large Language Models
  80. Correct and Optimal: the Regular Expression Inference Challenge
  81. Probabilistic Phase Labeling and Lattice Refinement for Autonomous Material Research
  82. Memory-and-Anticipation Transformer for Online Action Understanding
  83. EduSAT: A Pedagogical Tool for Theory and Applications of Boolean Satisfiability
  84. A Comprehensive Study on Knowledge Graph Embedding over Relational Patterns Based on Rule Learning
  85. On regularized Radon-Nikodym differentiation
  86. Back to Basics: A Sanity Check on Modern Time Series Classification Algorithms
  87. The Challenge of Fetal Cardiac MRI Reconstruction Using Deep Learning
  88. Towards Temporal Edge Regression: A Case Study on Agriculture Trade Between Nations
  89. The 10 Million ANA Avatar XPRIZE Competition Advanced Immersive Telepresence Systems
  90. Leveraging Codebook Knowledge with NLI and ChatGPT for Zero-Shot Political Relation Classification
  91. SEDA: Self-Ensembling ViT with Defensive Distillation and Adversarial Training for robust Chest X-rays Classification
  92. Emotion Embeddings unicodex2014 Learning Stable and Homogeneous Abstractions from Heterogeneous Affective Datasets
  93. Brain-inspired Computational Intelligence via Predictive Coding
  94. ObjectSDF++: Improved Object-Compositional Neural Implicit Surfaces
  95. Learning Power Flow with Confidence: A Probabilistic Guarantee Framework for Voltage Risk
  96. Impression-Aware Recommender Systems
  97. Dyadic Reinforcement Learning
  98. Simple and Efficient Partial Graph Adversarial Attack: A New Perspective
  99. REFORMS: Reporting Standards for Machine Learning Based Science
  100. Learning Better Keypoints for Multi-Object 6DoF Pose Estimation
All 193
  1. Cerberus: A Deep Learning Hybrid Model for Lithium-Ion Battery Aging Estimation and Prediction Based on Relaxation Voltage Curves
  2. Deep reinforcement learning for process design: Review and perspective
  3. The Transient Cost of Learning in Queueing Systems
  4. ImbSAM: A Closer Look at Sharpness-Aware Minimization in Class-Imbalanced Recognition
  5. Grasp Transfer based on Self-Aligning Implicit Representations of Local Surfaces
  6. Fairness and Privacy in Federated Learning and Their Implications in Healthcare
  7. Neuromorphic Seatbelt State Detection for In-Cabin Monitoring with Event Cameras
  8. Handwritten Stenography Recognition and the LION Dataset
  9. Adaptive Noise Covariance Estimation under Colored Noise using Dynamic Expectation Maximization
  10. Learning to Identify Critical States for Reinforcement Learning from Videos
  11. Informed Named Entity Recognition Decoding for Generative Language Models
  12. Future Video Prediction from a Single Frame for Video Anomaly Detection
  13. Learning Image Deraining Transformer Network with Dynamic Dual Self-Attention
  14. Do We Fully Understand Students' Knowledge States? Identifying and Mitigating Answer Bias in Knowledge Tracing
  15. An Interpretable Machine Learning Model with Deep Learning-based Imaging Biomarkers for Diagnosis of Alzheimer's Disease
  16. Enhancing Visually-Rich Document Understanding via Layout Structure Modeling
  17. Hierarchical generative modelling for autonomous robots
  18. A Graph Encoder-Decoder Network for Unsupervised Anomaly Detection
  19. MOLE: MOdular Learning FramEwork via Mutual Information Maximization
  20. Dual-path TokenLearner for Remote Photoplethysmography-based Physiological Measurement with Facial Videos
  21. Multi-scale Promoted Self-adjusting Correlation Learning for Facial Action Unit Detection
  22. Whale Detection Enhancement through Synthetic Satellite Images
  23. NeFL: Nested Model Scaling for Federated Learning with System Heterogeneous Clients
  24. Dynamic Embedding Size Search with Minimum Regret for Streaming Recommender System
  25. CASPNet++: Joint Multi-Agent Motion Prediction
  26. Exploiting Sparsity in Automotive Radar Object Detection Networks
  27. ChartDETR: A Multi-shape Detection Network for Visual Chart Recognition
  28. Formally-Sharp DAgger for MCTS: Lower-Latency Monte Carlo Tree Search using Data Aggregation with Formal Methods
  29. Identity-Consistent Aggregation for Video Object Detection
  30. Dynamic Low-Rank Instance Adaptation for Universal Neural Image Compression
  31. UniTR: A Unified and Efficient Multi-Modal Transformer for Bird's-Eye-View Representation
  32. Context-Aware Pseudo-Label Refinement for Source-Free Domain Adaptive Fundus Image Segmentation
  33. Domain-Aware Fine-Tuning: Enhancing Neural Network Adaptability
  34. Real-time Automatic M-mode Echocardiography Measurement with Panel Attention from Local-to-Global Pixels
  35. Flashpoints Signal Hidden Inherent Instabilities in Land-Use Planning
  36. SPM: Structured Pretraining and Matching Architectures for Relevance Modeling in Meituan Search
  37. Parametric entropy based Cluster Centriod Initialization for k-means clustering of various Image datasets
  38. Enhancing Network Initialization for Medical AI Models Using Large-Scale, Unlabeled Natural Images
  39. Boosting Multi-modal Model Performance with Adaptive Gradient Modulation
  40. A Review of Adversarial Attacks in Computer Vision
  41. Inversion-by-Inversion: Exemplar-based Sketch-to-Photo Synthesis via Stochastic Differential Equations without Training
  42. Gradient-Based Post-Training Quantization: Challenging the Status Quo
  43. Attention Is Not All You Need Anymore
  44. From Commit Message Generation to History-Aware Commit Message Completion
  45. SEER: Super-Optimization Explorer for HLS using E-graph Rewriting with MLIR
  46. Geometry of the Visual Cortex with Applications to Image Inpainting and Enhancement
  47. EQ-Net: Elastic Quantization Neural Networks
  48. Prompt Switch: Efficient CLIP Adaptation for Text-Video Retrieval
  49. Ternary Singular Value Decomposition as a Better Parameterized Form in Linear Mapping
  50. LLM-Mini-CEX: Automatic Evaluation of Large Language Model for Diagnostic Conversation
  51. A Survey on Model Compression for Large Language Models
  52. Backpropagation Path Search On Adversarial Transferability
  53. Self-Prompting Large Vision Models for Few-Shot Medical Image Segmentation
  54. Vision-based Semantic Communications for Metaverse Services: A Contest Theoretic Approach
  55. A Multilayer Perceptron-based Fast Sunlight Assessment for the Conceptual Design of Residential Neighborhoods under Chinese Policy
  56. Self-supervised Hypergraphs for Learning Multiple World Interpretations
  57. GAMER-MRIL identifies Disability-Related Brain Changes in Multiple Sclerosis
  58. Interpretable Online Log Analysis Using Large Language Models with Prompt Strategies
  59. Searching for Novel Chemistry in Exoplanetary Atmospheres using Machine Learning for Anomaly Detection
  60. VBD-MT Chinese-Vietnamese Translation Systems for VLSP 2022
  61. AKVSR: Audio Knowledge Empowered Visual Speech Recognition by Compressing Audio Knowledge of a Pretrained Model
  62. Graph-Segmenter: Graph Transformer with Boundary-aware Attention for Semantic Segmentation
  63. ADD: An Automatic Desensitization Fisheye Dataset for Autonomous Driving
  64. High-Probability Risk Bounds via Sequential Predictors
  65. AutoLTS: Automating Cycling Stress Assessment via Contrastive Learning and Spatial Post-processing
  66. Story Visualization by Online Text Augmentation with Context Memory
  67. Method for Generating Synthetic Data Combining Chest Radiography Images with Tabular Clinical Information Using Dual Generative Models
  68. Ske2Grid: Skeleton-to-Grid Representation Learning for Action Recognition
  69. Semi-Supervised Learning with Multiple Imputations on Non-Random Missing Labels
  70. Action Class Relation Detection and Classification Across Multiple Video Datasets
  71. A User-Centered Evaluation of Spanish Text Simplification
  72. SST: A Simplified Swin Transformer-based Model for Taxi Destination Prediction based on Existing Trajectory
  73. Enhancing the Antidote: Improved Pointwise Certifications against Poisoning Attacks
  74. FLAME-based Multi-View 3D Face Reconstruction
  75. 3DHacker: Spectrum-based Decision Boundary Generation for Hard-label 3D Point Cloud Attack
  76. Vision-Language Dataset Distillation
  77. On-demand Cold Start Frequency Reduction with Off-Policy Reinforcement Learning in Serverless Computing
  78. CALYPSO: LLMs as Dungeon Masters' Assistants
  79. Visual and Textual Prior Guided Mask Assemble for Few-Shot Segmentation and Beyond
  80. Domain Adaptation via Minimax Entropy for Real/Bogus Classification of Astronomical Alerts
  81. AttMOT: Improving Multiple-Object Tracking by Introducing Auxiliary Pedestrian Attributes
  82. Projection-Free Methods for Stochastic Simple Bilevel Optimization with Convex Lower-level Problem
  83. Improved Region Proposal Network for Enhanced Few-Shot Object Detection
  84. Confidence Contours: Uncertainty-Aware Annotation for Medical Semantic Segmentation
  85. FeatGeNN: Improving Model Performance for Tabular Data with Correlation-based Feature Extraction
  86. Deep Neural Operator Driven Real Time Inference for Nuclear Systems to Enable Digital Twin Solutions
  87. Finding Stakeholder-Material Information from 10-K Reports using Fine-Tuned BERT and LSTM Models
  88. Nonlinearity, Feedback and Uniform Consistency in Causal Structural Learning
  89. Distilling Knowledge from Resource Management Algorithms to Neural Networks: A Unified Training Assistance Approach
  90. Boosting Semi-Supervised Learning by bridging high and low-confidence predictions
  91. Benchmarking Scalable Epistemic Uncertainty Quantification in Organ Segmentation
  92. Data Race Detection Using Large Language Models
  93. ICAFusion: Iterative Cross-Attention Guided Feature Fusion for Multispectral Object Detection