mlsanityData to 14 Oct 2026

Papers

New on arXiv

Tue 22 Aug 2023

234 papers

  1. Addressing the Accuracy-Cost Tradeoff in Material Property Prediction: A Teacher-Student StrategyKnowledge distillation → Graph neural network distillation
  2. Towards an On-device Agent for Text RewritingLLM agents and tool use → General LLM agent frameworks and benchmarks
  3. Enhancing NeRF akin to Enhancing LLMs: Generalizable NeRF Transformer with Mixture-of-View-ExpertsMixture-of-experts → Vision mixture-of-experts
  4. VadCLIP: Adapting Vision-Language Models for Weakly Supervised Video Anomaly DetectionMultimodal LLMs / vision-language models → Chart understanding and anomaly detection
  5. Unsupervised Prototype Adapter for Vision-Language ModelsMultimodal LLMs / vision-language models → Prompt learning and adaptation of CLIP
  6. IT3D: Improved Text-to-3D Generation with Explicit View SynthesisDiffusion models → 3D, point cloud and scene generation
  7. Convergence guarantee for consistency modelsDiffusion models → Diffusion foundations and sampling
  8. SDeMorph: Towards Better Facial De-morphing from Single MorphDiffusion models → Robustness, privacy and adversarial aspects
  9. A Survey on Large Language Model based Autonomous AgentsLLM agents and tool use → General LLM agent frameworks and benchmarks
  10. MatFuse: Controllable Material Generation with Diffusion ModelsDiffusion models → 3D, point cloud and scene generation
  11. ProAgent: Building Proactive Cooperative Agents with Large Language ModelsLLM agents and tool use → General LLM agent frameworks and benchmarks
  12. On the Opportunities and Challenges of Offline Reinforcement Learning for Recommender SystemsOffline RL and imitation learning from data → Decision transformers and sequence modeling
  13. ViLLA: Fine-Grained Vision-Language Representation Learning from Real-World DataMultimodal LLMs / vision-language models → VLM benchmarks and visual reasoning
  14. Knowledge-Aware Prompt Tuning for Generalizable Vision-Language ModelsMultimodal LLMs / vision-language models → Prompt learning and adaptation of CLIP
  15. ViCo: Engaging Video Comment Generation with Human Preference RewardsLLM alignment / RLHF / preference optimisation → Diffusion and multimodal model alignment
  16. Is There Any Social Principle for LLM-Based Agents?LLM agents and tool use → General LLM agent frameworks and benchmarks
  17. Hey That's Mine Imperceptible Watermarks are Preserved in Diffusion Generated OutputsDiffusion models → Robustness, privacy and adversarial aspects +1
  18. Nonparametric Spatio-Temporal Joint Probabilistic Data Association Coupled Filter and Interfering Extended Target Tracking
  19. Several fitness functions and entanglement gates in quantum kernel generation
  20. A Circuit Domain Generalization Framework for Efficient Logic Synthesis in Chip Design
  21. Finite Element Analysis and Machine Learning Guided Design of Carbon Fiber Organosheet-based Battery Enclosures for Crashworthiness
  22. Combining Automatic Coding and Instructor Input to Generate ENA Visualizations for Asynchronous Online Discussion
  23. Towards a Holodeck-style Simulation Game
  24. Functional Graph Contrastive Learning of Hyperscanning EEG Reveals Emotional Contagion Evoked by Stereotype-Based Stressors
  25. Collect, Measure, Repeat: Reliability Factors for Responsible AI Data Collection
  26. Handling the inconsistency of systems of minrightarrow fuzzy relational equations
  27. Inferring gender from name: a large scale performance evaluation study
  28. Modeling Bends in Popular Music Guitar Tablatures
  29. Recording of 50 Business Assignments
  30. Characterizing normal perinatal development of the human brain structural connectivity
  31. Performance Comparison and Implementation of Bayesian Variants for Network Intrusion Detection
  32. Algorithm-assisted discovery of an intrinsic order among mathematical constants
  33. Exploring the Effectiveness of GPT Models in Test-Taking: A Case Study of the Driver's License Knowledge Test
  34. Accel-GCN: High-Performance GPU Accelerator Design for Graph Convolution Networks
  35. PatchBackdoor: Backdoor Attack against Deep Neural Networks without Model Modification
  36. A Counterfactual Fair Model for Longitudinal Electronic Health Records via Deconfounder
  37. Incorporating Nonlocal Traffic Flow Model in Physics-informed Neural Networks
  38. Evaluation of Deep Neural Operator Models toward Ocean Forecasting
  39. Expressive probabilistic sampling in recurrent neural networks
  40. Adversarial Illusions in Multi-Modal Embeddings
  41. Variational Density Propagation Continual Learning
  42. Complex-valued neural networks for voice anti-spoofing
  43. CLIP Multi-modal Hashing: A new baseline CLIPMH
  44. Time Does Tell: Self-Supervised Time-Tuning of Dense Image Representations
  45. Karasu: A Collaborative Approach to Efficient Cluster Configuration for Big Data Analytics
  46. Data Assimilation for Sign-indefinite Priors: A generalization of Sinkhorn's algorithm
  47. An extensible point-based method for data chart value detection
  48. HypBO: Accelerating Black-Box Scientific Experiments Using Experts' Hypotheses
  49. Coarse-to-Fine Multi-Scene Pose Regression with Transformers
  50. Addressing Dynamic and Sparse Qualitative Data: A Hilbert Space Embedding of Categorical Variables
  51. Few-shot Anomaly Detection in Text with Deviation Learning
  52. Understanding Hessian Alignment for Domain Generalization
  53. WS-SfMLearner: Self-supervised Monocular Depth and Ego-motion Estimation on Surgical Videos with Unknown Camera Parameters
  54. SAMSNeRF: Segment Anything Model (SAM) Guides Dynamic Surgical Scene Reconstruction by Neural Radiance Field (NeRF)
  55. Identifying depression-related topics in smartphone-collected free-response speech recordings using an automatic speech recognition system and a deep learning topic model
  56. 3ET: Efficient Event-based Eye Tracking using a Change-Based ConvLSTM Network
  57. Halo: Estimation and Reduction of Hallucinations in Open-Source Weak Large Language Models
  58. Weakly Supervised Face and Whole Body Recognition in Turbulent Environments
  59. VBMO: Voting-Based Multi-Objective Path Planning
  60. Multi-Instance Adversarial Attack on GNN-Based Malicious Domain Detection
  61. Patient Clustering via Integrated Profiling of Clinical and Digital Data
  62. Efficient Controllable Multi-Task Architectures
  63. Lifted Inference beyond First-Order Logic
  64. Animal3D: A Comprehensive Dataset of 3D Animal Pose and Shape
  65. (Un)fair Exposure in Deep Face Rankings at a Distance
  66. Knowledge Graph Prompting for Multi-Document Question Answering
  67. When Are Two Lists Better than One?: Benefits and Harms in Joint Decision-making
  68. Calorimeter shower superresolution
  69. Efficient Benchmarking of Language Models
  70. Practical Insights on Incremental Learning of New Human Physical Activity on the Edge
  71. User Identity Linkage in Social Media Using Linguistic and Social Interaction Features
  72. Learning to generate and corr- uh I mean repair language in real-time
  73. An Analysis of Initial Training Strategies for Exemplar-Free Class-Incremental Learning
  74. Does Misclassifying Non-confounding Covariates as Confounders Affect the Causal Inference within the Potential Outcomes Framework?
  75. WEARS: Wearable Emotion AI with Real-time Sensor data
  76. Simulation-Based Prior Knowledge Elicitation for Parametric Bayesian Models
  77. Generalising sequence models for epigenome predictions with tissue and assay embeddings
  78. Machine Learning-based Positioning using Multivariate Time Series Classification for Factory Environments
  79. Class Label-aware Graph Anomaly Detection
  80. GRIP: Generating Interaction Poses Using Spatial Cues and Latent Consistency
  81. Delving into Motion-Aware Matching for Monocular 3D Object Tracking
  82. StoryBench: A Multifaceted Benchmark for Continuous Story Visualization
  83. GOPro: Generate and Optimize Prompts in CLIP using Self-Supervised Learning
  84. Semantic Multi-Resolution Communications
  85. Tryage: Real-time, intelligent Routing of User Prompts to Large Language Models
  86. SeamlessM4T: Massively Multilingual & Multimodal Machine Translation
  87. G3Reg: Pyramid Graph-based Global Registration using Gaussian Ellipsoid Model
  88. SPANet: Frequency-balancing Token Mixer using Spectral Pooling Aggregation Modulation
  89. Low Tensor Rank Learning of Neural Dynamics
  90. Using ChatGPT as a CAT tool in Easy Language translation
  91. EndoNet: model for automatic calculation of H-score on histological slides
  92. Target-Grounded Graph-Aware Transformer for Aerial Vision-and-Dialog Navigation
  93. Open Set Synthetic Image Source Attribution
  94. Multi-event Video-Text Retrieval
  95. BELB: a Biomedical Entity Linking Benchmark
  96. A free from local minima algorithm for training regressive MLP neural networks
  97. Empowering Refugee Claimants and their Lawyers: Using Machine Learning to Examine Decision-Making in Refugee Law
  98. Leveraging Language Model Capabilities for Sound Event Detection
  99. ReLiCADA -- Reservoir Computing using Linear Cellular Automata Design Algorithm
  100. EM for Mixture of Linear Regression with Clustered Data
All 234
  1. TrackFlow: Multi-Object Tracking with Normalizing Flows
  2. Mode Combinability: Exploring Convex Combinations of Permutation Aligned Models
  3. SwinFace: A Multi-task Transformer for Face Recognition, Expression Recognition, Age Estimation and Attribute Estimation
  4. LCCo: Lending CLIP to Co-Segmentation
  5. Can Authorship Representation Learning Capture Stylistic Features?
  6. Learning from Semantic Alignment between Unpaired Multiviews for Egocentric Video Recognition
  7. Opening the Vocabulary of Egocentric Actions
  8. Free Lunch for Gait Recognition: A Novel Relation Descriptor
  9. Composed Image Retrieval using Contrastive Learning and Task-oriented CLIP-based Features
  10. Pose2Gait: Extracting Gait Features from Monocular Video of Individuals with Dementia
  11. Large Language Models Sensitivity to The Order of Options in Multiple-Choice Questions
  12. Expecting The Unexpected: Towards Broad Out-Of-Distribution Detection
  13. An improved column-generation-based matheuristic for learning classification trees
  14. Dynamic Open Vocabulary Enhanced Safe-landing with Intelligence (DOVESEI)
  15. Multitemporal analysis in Google Earth Engine for detecting urban changes using optical data and machine learning algorithms
  16. SONAR: Sentence-Level Multimodal and Language-Agnostic Representations
  17. Internal Cross-layer Gradients for Extending Homogeneity to Heterogeneity in Federated Learning
  18. A Survey on Self-Supervised Representation Learning
  19. Food Image Classification and Segmentation with Attention-based Multiple Instance Learning
  20. Towards Discriminative Representations with Contrastive Instances for Real-Time UAV Tracking
  21. Masked Momentum Contrastive Learning for Zero-shot Semantic Understanding
  22. Aspect-oriented Opinion Alignment Network for Aspect-Based Sentiment Classification
  23. Exploration of the Rashomon Set Assists Trustworthy Explanations for Medical Data
  24. Revisiting and Exploring Efficient Fast Adversarial Training via LAW: Lipschitz Regularization and Auto Weight Averaging
  25. Learning a More Continuous Zero Level Set in Unsigned Distance Fields through Level Set Projection
  26. PoseGraphNet++: Enriching 3D Human Pose with Orientation Estimation
  27. AIxArtist: A First-Person Tale of Interacting with Artificial Intelligence to Escape Creative Block
  28. TurboViT: Generating Fast Vision Transformers via Generative Architecture Search
  29. Tensor Regression
  30. ScanNet++: A High-Fidelity Dataset of 3D Indoor Scenes
  31. Extracting Relational Triples Based on Graph Recursive Neural Network via Dynamic Feedback Forest Algorithm
  32. Designing an attack-defense game: how to increase robustness of financial transaction models via a competition
  33. Non-Redundant Combination of Hand-Crafted and Deep Learning Radiomics: Application to the Early Detection of Pancreatic Cancer
  34. Targeted Data Augmentation for bias mitigation
  35. DALNet: A Rail Detection Network Based on Dynamic Anchor Line
  36. Convoifilter: A case study of doing cocktail party speech recognition
  37. Boundary-RL: Reinforcement Learning for Weakly-Supervised Prostate Segmentation in TRUS Images
  38. Standardized Interpretable Fairness Measures for Continuous Risk Scores
  39. Enhancing Interpretable Object Abstraction via Clustering-based Slot Initialization
  40. Towards Clip-Free Quantized Super-Resolution Networks: How to Tame Representative Images
  41. How Much Temporal Long-Term Context is Needed for Action Segmentation?
  42. Exemplar-Free Continual Transformer with Convolutions
  43. Semantic RGB-D Image Synthesis
  44. Machine learning assisted exploration for affine Deligne-Lusztig varieties
  45. MMAPS: End-to-End Multi-Grained Multi-Modal Attribute-Aware Product Summarization
  46. Careful at Estimation and Bold at Exploration
  47. Integration of Sentinel-1 and Sentinel-2 data for Earth surface classification using Machine Learning algorithms implemented on Google Earth Engine
  48. FilterFL: Knowledge Filtering-based Data-Free Backdoor Defense for Federated Learning
  49. GrowCLIP: Data-aware Automatic Model Growing for Large-scale Contrastive Language-Image Pre-training
  50. Object Detection Difficulty: Suppressing Over-aggregation for Faster and Better Video Object Detection
  51. CiteTracker: Correlating Image and Text for Visual Tracking
  52. Using and Abusing Equivariance
  53. From Mundane to Meaningful: AI's Influence on Work Dynamics -- evidence from ChatGPT and Stack Overflow
  54. Approaching human 3D shape perception with neurally mappable models
  55. BHSD: A 3D Multi-Class Brain Hemorrhage Segmentation Dataset
  56. Uncertainty Estimation of Transformers' Predictions via Topological Analysis of the Attention Matrices
  57. Network Momentum across Asset Classes
  58. Improving Knot Prediction in Wood Logs with Longitudinal Feature Propagation
  59. ShadowNet for Data-Centric Quantum System Learning
  60. Test Time Embedding Normalization for Popularity Bias Mitigation
  61. LEAP: Efficient and Automated Test Method for NLP Software
  62. PCMC-T1: Free-breathing myocardial T1 mapping with Physically-Constrained Motion Correction
  63. CNN based Cuneiform Sign Detection Learned from Annotated 3D Renderings and Mapped Photographs with Illumination Augmentation
  64. Music Understanding LLaMA: Advancing Text-to-Music Generation with Question Answering and Captioning
  65. FoX: Formation-aware exploration in multi-agent reinforcement learning
  66. Quantum-Inspired Machine Learning: a Survey
  67. Robust Lagrangian and Adversarial Policy Gradient for Robust Constrained Markov Decision Processes
  68. HMD-NeMo: Online 3D Avatar Motion Generation From Sparse Observations
  69. HopPG: Self-Iterative Program Generation for Multi-Hop Question Answering over Heterogeneous Knowledge
  70. Efficient Last-iterate Convergence Algorithms in Solving Games
  71. A survey on bias in machine learning research
  72. Video BagNet: short temporal receptive fields increase robustness in long-term action recognition
  73. Benchmarking Domain Adaptation for Chemical Processes on the Tennessee Eastman Process
  74. Are current long-term video understanding datasets long-term?
  75. Faster Optimization in S-Graphs Exploiting Hierarchy
  76. An Effective Transformer-based Contextual Model and Temporal Gate Pooling for Speaker Identification
  77. Minwise-Independent Permutations with Insertion and Deletion of Features
  78. LOCATE: Self-supervised Object Discovery via Flow-guided Graph-cut and Bootstrapped Self-training
  79. ROSGPT_Vision: Commanding Robots Using Only Language Models' Prompts
  80. Adaptive White-Box Watermarking with Self-Mutual Check Parameters in Deep Neural Networks
  81. Traffic Flow Optimisation for Lifelong Multi-Agent Path Finding
  82. Affordance segmentation of hand-occluded containers from exocentric images
  83. On-Premise AIOps Infrastructure for a Software Editor SME: An Experience Report
  84. Evaluating Large Language Models on Graphs: Performance Insights and Comparative Analysis
  85. LDP-Feat: Image Features with Local Differential Privacy
  86. Federated Learning on Patient Data for Privacy-Protecting Polycystic Ovary Syndrome Treatment
  87. Federated Learning in Big Model Era: Domain-Specific Multimodal Large Models
  88. Hamiltonian GAN
  89. DiffCloth: Diffusion Based Garment Synthesis and Manipulation via Structural Cross-modal Semantic Alignment
  90. A Simple Framework for Multi-mode Spatial-Temporal Data Modeling
  91. Masked Cross-image Encoding for Few-shot Segmentation
  92. SegRNN: Segment Recurrent Neural Network for Long-Term Time Series Forecasting
  93. ConcatPlexer: Additional Dim1 Batching for Faster ViTs
  94. Novel-view Synthesis and Pose Estimation for Hand-Object Interaction from Sparse Views
  95. Toward Generalizable Machine Learning Models in Speech, Language, and Hearing Sciences: Estimating Sample Size and Reducing Overfitting
  96. Automatic Task Parallelization of Dataflow Graphs in ML/DL models
  97. Diversity Measures: Domain-Independent Proxies for Failure in Language Model Queries
  98. MEGA: Multimodal Alignment Aggregation and Distillation For Cinematic Video Segmentation
  99. ReFit: Recurrent Fitting Network for 3D Human Recovery
  100. A three in one bottom-up framework for simultaneous semantic segmentation, instance segmentation and classification of multi-organ nuclei in digital cancer histology
  101. MISSRec: Pre-training and Transferring Multi-modal Interest-aware Sequence Representation for Recommendation
  102. Forecasting inflation using disaggregates and machine learning
  103. Hierarchical Point-based Active Learning for Semi-supervised Point Cloud Semantic Segmentation
  104. Improving Misaligned Multi-modality Image Fusion with One-stage Progressive Dense Registration
  105. Decoupled Contrastive Multi-View Clustering with High-Order Random Walks
  106. A Preliminary Investigation into Search and Matching for Tumour Discrimination in WHO Breast Taxonomy Using Deep Networks
  107. SwinV2DNet: Pyramid and Self-Supervision Compounded Feature Learning for Remote Sensing Images Change Detection
  108. Domain Generalization via Rationale Invariance
  109. TOPIC: A Parallel Association Paradigm for Multi-Object Tracking under Complex Motions and Diverse Scenes
  110. Beyond MD17: the reactive xxMD dataset
  111. Mobility-Aware Computation Offloading for Swarm Robotics using Deep Reinforcement Learning
  112. Energy-Efficient On-Board Radio Resource Management for Satellite Communications via Neuromorphic Computing
  113. LLaMA-Reviewer: Advancing Code Review Automation with Large Language Models through Parameter-Efficient Fine-Tuning
  114. Exploring Unsupervised Cell Recognition with Prior Self-activation Maps
  115. Graph Encoding and Neural Network Approaches for Volleyball Analytics: From Game Outcome to Individual Play Predictions
  116. High Dynamic Range Imaging of Dynamic Scenes with Saturation Compensation but without Explicit Motion Compensation
  117. NLP-based detection of systematic anomalies among the narratives of consumer complaints
  118. Towards Validating Long-Term User Feedbacks in Interactive Recommendation Systems
  119. ReLLa: Retrieval-enhanced Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation
  120. Efficient View Synthesis with Neural Radiance Distribution Field
  121. Enhancing Graph Transformers with Hierarchical Distance Structural Encoding
  122. How Expressive are Graph Neural Networks in Recommendation?
  123. Random Word Data Augmentation with CLIP for Zero-Shot Anomaly Detection
  124. LAN-HDR: Luminance-based Alignment Network for High Dynamic Range Video Reconstruction
  125. Development of a Novel Quantum Pre-processing Filter to Improve Image Classification Accuracy of Neural Network Models
  126. CAME: Contrastive Automated Model Evaluation
  127. Classification of the lunar surface pattern by AI architectures: Does AI see a rabbit in the Moon?
  128. Recursive Video Lane Detection
  129. Anonymity at Risk? Assessing Re-Identification Capabilities of Large Language Models
  130. Using Early Exits for Fast Inference in Automatic Modulation Classification
  131. On the Interpretability of Quantum Neural Networks
  132. MosaiQ: Quantum Generative Adversarial Networks for Image Generation on NISQ Computers
  133. Video OWL-ViT: Temporally-consistent open-world localization in video
  134. Fairness Explainability using Optimal Transport with Applications in Image Classification