mlsanityData to 14 Oct 2026

Papers

New on arXiv

Thu 16 Mar 2023

236 papers

  1. How well do Large Language Models perform in Arithmetic tasks?LLM reasoning → Mathematical reasoning
  2. MultiModal Bias: Introducing a Framework for Stereotypical Bias Assessment beyond Gender and Race in Vision Language ModelsMultimodal LLMs / vision-language models → Social bias and fairness in VLMs
  3. SUD2: Supervision by Denoising Diffusion Models for Image ReconstructionDiffusion models → Inverse problems and image restoration
  4. Neural Architecture Search for Effective Teacher-Student Knowledge Transfer in Language ModelsKnowledge distillation → Knowledge distillation for LLMs
  5. Denoising Diffusion Post-Processing for Low-Light Image EnhancementDiffusion models → Inverse problems and image restoration
  6. HIVE: Harnessing Human Feedback for Instructional Visual EditingLLM alignment / RLHF / preference optimisation → Diffusion and multimodal model alignment
  7. DS-Fusion: Artistic Typography via Discriminated and Stylized DiffusionDiffusion models → Image generation, text-to-image and editing
  8. Efficient Diffusion Training via Min-SNR Weighting StrategyDiffusion models → Diffusion foundations and sampling
  9. FateZero: Fusing Attentions for Zero-shot Text-based Video EditingDiffusion models → Video generation
  10. InCrowdFormer: On-Ground Pedestrian World Model From Egocentric ViewsWorld models → Embodied and robot world models
  11. LDMVFI: Video Frame Interpolation with Latent Diffusion ModelsDiffusion models → Video generation
  12. Knowledge Distillation for Adaptive MRI Prostate Segmentation Based on Limit-Trained Multi-Teacher ModelsKnowledge distillation → Distillation for medical imaging
  13. DiffIR: Efficient Diffusion Model for Image RestorationDiffusion models → Inverse problems and image restoration
  14. Logical Implications for Visual Question Answering ConsistencyLLM reasoning → Multimodal reasoning
  15. DINAR: Diffusion Inpainting of Neural Textures for One-Shot Human AvatarsDiffusion models → 3D, point cloud and scene generation
  16. Goal-conditioned Offline Reinforcement Learning through State Space PartitioningOffline RL and imitation learning from data → Diffusion and flow policies for offline RL
  17. Unified Multi-Modal Latent Diffusion for Joint Subject and Text Conditional Image GenerationDiffusion models → Image generation, text-to-image and editing
  18. DIRE for Diffusion-Generated Image DetectionDiffusion models → Image generation, text-to-image and editing
  19. DistillW2V2: A Small and Streaming Wav2vec 2.0 Based ASR ModelKnowledge distillation → Speech and audio distillation
  20. SpectralCLIP: Preventing Artifacts in Text-Guided Style Transfer from a Spectral PerspectiveMultimodal LLMs / vision-language models → Prompt learning and adaptation of CLIP
  21. SmartBERT: A Promotion of Dynamic Early Exiting Mechanism for Accelerating BERT InferenceEfficient LLM inference and serving → Early exit and edge inference
  22. GridCLIP: One-Stage Object Detection by Grid-Level CLIP Representation LearningMultimodal LLMs / vision-language models → Driving VLMs and open-vocabulary detection
  23. Towards a Smaller Student: Capacity Dynamic Distillation for Efficient Image RetrievalKnowledge distillation → General knowledge distillation methods
  24. Global Knowledge Calibration for Fast Open-Vocabulary SegmentationMultimodal LLMs / vision-language models → Prompt learning and adaptation of CLIP
  25. Taming Diffusion Models for Audio-Driven Co-Speech Gesture GenerationDiffusion models → Audio, speech and music
  26. Patch-Prompt Aligned Bayesian Prompt Tuning for Vision-Language ModelsMultimodal LLMs / vision-language models → Prompt learning and adaptation of CLIP
  27. Focus on Your Target: A Dual Teacher-Student Framework for Domain-adaptive Semantic SegmentationKnowledge distillation → Detection and dense prediction distillation
  28. SSL-Cleanse: Trojan Detection and Mitigation in Self-Supervised LearningLLM safety and security → Backdoor and data poisoning attacks
  29. ART: Automatic multi-step reasoning and tool-use for large language modelsLLM reasoning → Reasoning for agents, planning and code +1
  30. Using Scalable Computer Vision to Automate High-throughput Semiconductor Characterization
  31. Automatic Geo-alignment of Artwork in Children's Story Books
  32. Factoring the Matrix of Domination: A Critical Review and Reimagination of Intersectionality in AI Fairness
  33. Highly Accurate Quantum Chemical Property Prediction with Uni-Mol+
  34. Decentralized Multi-Agent Reinforcement Learning for Continuous-Space Stochastic Games
  35. Towards the Scalable Evaluation of Cooperativeness in Language Models
  36. Revealing Weaknesses of Vietnamese Language Models Through Unanswerable Questions in Machine Reading Comprehension
  37. Multi-modal Variational Autoencoders for normative modelling across multiple imaging modalities
  38. Mobiprox: Supporting Dynamic Approximate Computing on Mobiles
  39. From MNIST to ImageNet and Back: Benchmarking Continual Curriculum Learning
  40. Visual Information Matters for ASR Error Correction
  41. Vision Transformer for Action Units Detection
  42. DSDP: A Blind Docking Strategy Accelerated by GPUs
  43. Rehearsal-Free Domain Continual Face Anti-Spoofing: Generalize More and Forget Less
  44. Short: Basal-Adjust: Trend Prediction Alerts and Adjusted Basal Rates for Hyperglycemia Prevention
  45. Probabilistic unifying relations for modelling epistemic and aleatoric uncertainty: semantics and automated reasoning with theorem proving
  46. Highly Efficient 3D Human Pose Tracking from Events with Spiking Spatiotemporal Transformer
  47. Segmentation of Retinal Blood Vessels Using Deep Learning
  48. Instance-Conditioned GAN Data Augmentation for Representation Learning
  49. DiGeo: Discriminative Geometry-Aware Learning for Generalized Few-Shot Object Detection
  50. Predicting discrete-time bifurcations with deep learning
  51. Rt-Track: Robust Tricks for Multi-Pedestrian Tracking
  52. LOCATE: Localize and Transfer Object Parts for Weakly Supervised Affordance Grounding
  53. Tribe or Not? Critical Inspection of Group Differences Using TribalGram
  54. Efficient Computation Sharing for Multi-Task Visual Scene Understanding
  55. Explainable GeoAI: Can saliency maps help interpret artificial intelligence's learning process? An empirical study on natural feature detection
  56. Energy Management of Multi-mode Plug-in Hybrid Electric Vehicle using Multi-agent Deep Reinforcement Learning
  57. ESCAPE: Countering Systematic Errors from Machine's Blind Spots via Interactive Visual Analysis
  58. Iterative Soft Shrinkage Learning for Efficient Image Super-Resolution
  59. Shifted-Windows Transformers for the Detection of Cerebral Aneurysms in Microsurgery
  60. Full-Body Cardiovascular Sensing with Remote Photoplethysmography
  61. Causal Temporal Graph Convolutional Neural Networks (CTGCN)
  62. Hyper-Reduced Autoencoders for Efficient and Accurate Nonlinear Model Reductions
  63. Online Reinforcement Learning in Periodic MDP
  64. Efficient Learning of High Level Plans from Play
  65. Measuring Improvement of F1-Scores in Detection of Self-Admitted Technical Debt
  66. Decentralized Riemannian natural gradient methods with Kronecker-product approximations
  67. VEIL: Vetting Extracted Image Labels from In-the-Wild Captions for Weakly-Supervised Object Detection
  68. Psychotherapy AI Companion with Reinforcement Learning Recommendations and Interpretable Policy Dynamics
  69. cito: An R package for training neural networks using torch
  70. Residual Physics Learning and System Identification for Sim-to-real Transfer of Policies on Buoyancy Assisted Legged Robots
  71. Visual Analytics of Multivariate Networks with Representation Learning and Composite Variable Construction
  72. TypeT5: Seq2seq Type Inference using Static Analysis
  73. SoftZoo: A Soft Robot Co-design Benchmark For Locomotion In Diverse Environments
  74. PartNeRF: Generating Part-Aware Editable 3D Shapes without 3D Supervision
  75. LERF: Language Embedded Radiance Fields
  76. Dataflow graphs as complete causal graphs
  77. SurroundOcc: Multi-Camera 3D Occupancy Prediction for Autonomous Driving
  78. WebSHAP: Towards Explaining Any Machine Learning Models Anywhere
  79. Diffusion-HPC: Synthetic Data Generation for Human Mesh Recovery in Challenging Domains
  80. SemDeDup: Data-efficient learning at web-scale through semantic deduplication
  81. Deep Metric Learning for Unsupervised Remote Sensing Change Detection
  82. Variational Principles for Mirror Descent and Mirror Langevin Dynamics
  83. GLASU: A Communication-Efficient Algorithm for Federated Learning with Vertically Distributed Graph Data
  84. Tackling Clutter in Radar Data -- Label Generation and Detection Using PointNet++
  85. Reinforcement Learning for Omega-Regular Specifications on Continuous-Time MDP
  86. Fairness-aware Differentially Private Collaborative Filtering
  87. Fast 3D Volumetric Image Reconstruction from 2D MRI Slices by Parallel Processing
  88. P+: Extended Textual Conditioning in Text-to-Image Generation
  89. PyVBMC: Efficient Bayesian inference in Python
  90. MATIS: Masked-Attention Transformers for Surgical Instrument Segmentation
  91. Gate Recurrent Unit Network based on Hilbert-Schmidt Independence Criterion for State-of-Health Estimation
  92. Among Us: Adversarially Robust Collaborative Perception by Consensus
  93. Challenges and Opportunities in Quantum Machine Learning
  94. Effectively Modeling Time Series with Simple Discrete State Spaces
  95. A Novel Autoencoders-LSTM Model for Stroke Outcome Prediction using Multimodal MRI Data
  96. Achieving a Better Stability-Plasticity Trade-off via Auxiliary Networks in Continual Learning
  97. Arbitrary Order Meta-Learning with Simple Population-Based Evolution
  98. Gradient flow on extensive-rank positive semi-definite matrix denoising
  99. Learning with Noisy Labels through Learnable Weighting and Centroid Similarity
  100. On the Existence of a Complexity in Fixed Budget Bandit Identification
All 236
  1. Proof Number Based Monte-Carlo Tree Search
  2. Steering Prototypes with Prompt-tuning for Rehearsal-free Continual Learning
  3. Enhanced detection of the presence and severity of COVID-19 from CT scans using lung segmentation
  4. Trustera: A Live Conversation Redaction System
  5. Jump to Conclusions: Short-Cutting Transformers With Linear Transformations
  6. NeRFMeshing: Distilling Neural Radiance Fields into Geometrically-Accurate 3D Meshes
  7. Data Roaming and Quality Assessment for Composed Image Retrieval
  8. SheffieldVeraAI at SemEval-2023 Task 3: Mono and multilingual approaches for news genre, topic and persuasion technique classification
  9. All4One: Symbiotic Neighbour Contrastive Learning via Self-Attention and Redundancy Reduction
  10. Symbolic Perception Risk in Autonomous Driving
  11. NeRFtrinsic Four: An End-To-End Trainable NeRF Jointly Optimizing Diverse Intrinsic and Extrinsic Camera Parameters
  12. Narrator: Towards Natural Control of Human-Scene Interaction Generation via Relationship Reasoning
  13. Distributionally Robust Optimization using Cost-Aware Ambiguity Sets
  14. On the Interplay Between Misspecification and Sub-optimality Gap in Linear Contextual Bandits
  15. LLMSecEval: A Dataset of Natural Language Prompts for Security Evaluations
  16. Unifying Top-down and Bottom-up Scanpath Prediction Using Transformers
  17. Multi-modal Differentiable Unsupervised Feature Selection
  18. Protecting Society from AI Misuse: When are Restrictions on Capabilities Warranted?
  19. MAPSeg: Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding and Pseudo-Labeling
  20. Learning Physical-Spatio-Temporal Features for Video Shadow Removal
  21. The Scope of In-Context Learning for the Extraction of Medical Temporal Constraints
  22. Tollywood Emotions: Annotation of Valence-Arousal in Telugu Song Lyrics
  23. The NCI Imaging Data Commons as a platform for reproducible research in computational pathology
  24. Hubs and Hyperspheres: Reducing Hubness and Improving Transductive Few-shot Learning with Hyperspherical Embeddings
  25. Unsupervised domain adaptation by learning using privileged information
  26. CSSL-MHTR: Continual Self-Supervised Learning for Scalable Multi-script Handwritten Text Recognition
  27. Real-time elastic partial shape matching using a neural network-based adjoint method
  28. Improving Automated Hemorrhage Detection in Sparse-view Computed Tomography via Deep Convolutional Neural Network based Artifact Reduction
  29. ShabbyPages: A Reproducible Document Denoising and Binarization Dataset
  30. Image Enhancement for Remote Photoplethysmography in a Low-Light Environment
  31. ExoplANNET: A deep learning algorithm to detect and identify planetary signals in radial velocity data
  32. Depth-Aware Image Compositing Model for Parallax Camera Motion Blur
  33. Model Based Explanations of Concept Drift
  34. Can Generative Pre-trained Transformers (GPT) Pass Assessments in Higher Education Programming Courses?
  35. Taking advantage of a very simple property to efficiently infer NFAs
  36. GLH-Water: A Large-Scale Dataset for Global Surface Water Detection in Large-Size Very-High-Resolution Satellite Imagery
  37. Depth Super-Resolution from Explicit and Implicit High-Frequency Features
  38. BanglaCoNER: Towards Robust Bangla Complex Named Entity Recognition
  39. Explaining Groups of Instances Counterfactually for XAI: A Use Case, Algorithm and User Study for Group-Counterfactuals
  40. A transformer-based approach to video frame-level prediction in Affective Behaviour Analysis In-the-wild
  41. Class Attribute Inference Attacks: Inferring Sensitive Class Information by Diffusion-Based Attribute Manipulations
  42. Adaptive Modeling of Uncertainties for Traffic Forecasting
  43. Finding Minimum-Cost Explanations for Predictions made by Tree Ensembles
  44. ELFIS: Expert Learning for Fine-grained Image Recognition Using Subsets
  45. StylerDALLE: Language-Guided Style Transfer Using a Vector-Quantized Tokenizer of a Large-Scale Generative Model
  46. Orthogonal Directions Constrained Gradient Method: from non-linear equality constraints to Stiefel manifold
  47. A Survey of Deep Visual Cross-Domain Few-Shot Learning
  48. Cross-Dimensional Refined Learning for Real-Time 3D Visual Perception from Monocular Video
  49. Cross-head Supervision for Crowd Counting with Noisy Annotations
  50. Human Reaction Intensity Estimation with Ensemble of Multi-task Networks
  51. NAISR: A 3D Neural Additive Model for Interpretable Shape Representation
  52. SwinVFTR: A Novel Volumetric Feature-learning Transformer for 3D OCT Fluid Segmentation
  53. Generative Adversarial Network for Personalized Art Therapy in Melanoma Disease Management
  54. Human-AI Collaboration: The Effect of AI Delegation on Human Task Performance and Task Satisfaction
  55. MixCycle: Mixup Assisted Semi-Supervised 3D Single Object Tracking with Cycle Consistency
  56. Controlled Descent Training
  57. GDDS: Pulmonary Bronchioles Segmentation with Group Deep Dense Supervision
  58. A Dual Branch Network for Emotional Reaction Intensity Estimation
  59. Learning optimal policies from event logs through reinforcement learning: a comparison of deep and MDP-based approaches
  60. Reduction of rain-induced errors for wind speed estimation on SAR observations using convolutional neural networks
  61. A Generative Model for Digital Camera Noise Synthesis
  62. Integrating Temporality and Causality into Acyclic Argumentation Frameworks using a Transition System
  63. Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection Strategy
  64. PSVT: End-to-End Multi-person 3D Pose and Shape Estimation with Progressive Video Transformers
  65. Block-wise Bit-Compression of Transformer-based Models
  66. Grab What You Need: Rethinking Complex Table Structure Recognition with Flexible Components Deliberation
  67. Learning Logic Specifications for Soft Policy Guidance in POMCP
  68. Empowering CAM-Based Methods with Capability to Generate Fine-Grained and High-Faithfulness Explanations
  69. NLUT: Neural-based 3D Lookup Tables for Video Photorealistic Style Transfer
  70. Emotional Reaction Intensity Estimation Based on Multimodal Data
  71. Identifiability Results for Multimodal Contrastive Learning
  72. A New Benchmark: On the Utility of Synthetic Data with Blender for Bare Supervised Learning and Downstream Domain Adaptation
  73. Multimodal Feature Extraction and Fusion for Emotional Reaction Intensity Estimation and Expression Classification in Videos with Transformers
  74. EmotiEffNet Facial Features in Uni-task Emotion Recognition in Video at ABAW-5 competition
  75. Facial Affect Recognition based on Transformer Encoder and Audiovisual Fusion for the ABAW5 Challenge
  76. Bayesian Generalization Error in Linear Neural Networks with Concept Bottleneck Structure and Multitask Formulation
  77. Reliable Image Dehazing by NeRF
  78. Learning a Room with the Occ-SDF Hybrid: Signed Distance Function Mingled with Occupancy Aids Scene Representation
  79. Facial Affective Behavior Analysis Method for 5th ABAW Competition
  80. A Short Survey of Viewing Large Language Models in Legal Aspect
  81. Predicting nonlinear reshaping of periodic signals in optical fibre with a neural network
  82. Exploring Distributional Shifts in Large Language Models for Code Analysis
  83. Evaluation of distance-based approaches for forensic comparison: Application to hand odor evidence
  84. Fiber Tract Shape Measures Inform Prediction of Non-Imaging Phenotypes
  85. Cross-Modal Causal Intervention for Medical Report Generation
  86. Learning for Amalgamation: A Multi-Source Transfer Learning Framework For Sentiment Classification
  87. AU-aware graph convolutional network for Macro- and Micro-expression spotting
  88. SigVIC: Spatial Importance Guided Variable-Rate Image Compression
  89. Rethinking Model Ensemble in Transfer-based Adversarial Attacks
  90. Machine learning based biomedical image processing for echocardiographic images
  91. Contrastive Semi-supervised Learning for Underwater Image Restoration via Reliable Bank
  92. IRIS: Interpretable Rubric-Informed Segmentation for Action Quality Assessment
  93. SLOPER4D: A Scene-Aware Dataset for Global 4D Human Pose Estimation in Urban Environments
  94. GLEN: General-Purpose Event Detection for Thousands of Types
  95. Challenges to Evaluating the Generalization of Coreference Resolution Models: A Measurement Modeling Perspective
  96. MetaRegNet: Metamorphic Image Registration Using Flow-Driven Residual Networks
  97. Preoperative Prognosis Assessment of Lumbar Spinal Surgery for Low Back Pain and Sciatica Patients based on Multimodalities and Multimodal Learning
  98. Enhancing Text Generation with Cooperative Training
  99. Joint Multi-Scale Tone Mapping and Denoising for HDR Image Enhancement
  100. Vortex Feature Positioning: Bridging Tabular IIoT Data and Image-Based Deep Learning
  101. Secret-Keeping in Question Answering
  102. High-Dimensional Penalized Bernstein Support Vector Machines
  103. Maximum margin learning of t-SPNs for cell classification with filtered input
  104. Dual skip connections in U-Net, ResUnet and U-Net3+ for remote extraction of buildings
  105. Plant Disease Detection using Region-Based Convolutional Neural Network
  106. Knowledge Transfer for Pseudo-code Generation from Low Resource Programming Language
  107. MixTeacher: Mining Promising Labels with Mixed Scale Teacher for Semi-Supervised Object Detection
  108. SVDE: Scalable Value-Decomposition Exploration for Cooperative Multi-Agent Reinforcement Learning
  109. Generating synthetic multi-dimensional molecular-mediator time series data for artificial intelligence-based disease trajectory forecasting and drug development digital twins: Considerations
  110. TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action Localization
  111. FindView: Precise Target View Localization Task for Look Around Agents
  112. Robust Evaluation of Diffusion-Based Adversarial Purification
  113. Improving Perceptual Quality, Intelligibility, and Acoustics on VoIP Platforms
  114. Self-Supervised Visual Representation Learning on Food Images
  115. Web and Mobile Platforms for Managing Elections based on IoT And Machine Learning Algorithms
  116. CoLo-CAM: Class Activation Mapping for Object Co-Localization in Weakly-Labeled Unconstrained Videos
  117. Embedding Theory of Reservoir Computing and Reducing Reservoir Network Using Time Delays
  118. A Multimodal Data-driven Framework for Anxiety Screening
  119. Hybrid Spectral Denoising Transformer with Guided Attention
  120. Translating Radiology Reports into Plain Language using ChatGPT and GPT-4 with Prompt Learning: Promising Results, Limitations, and Potential
  121. Mimic3D: Thriving 3D-Aware GANs via 3D-to-2D Imitation
  122. Extracting the Brain-like Representation by an Improved Self-Organizing Map for Image Classification
  123. Unsupervised Facial Expression Representation Learning with Contrastive Local Warping
  124. Only Pay for What Is Uncertain: Variance-Adaptive Thompson Sampling
  125. Conditionally Optimistic Exploration for Cooperative Deep Multi-Agent Reinforcement Learning
  126. A Picture is Worth a Thousand Words: Language Models Plan from Pixels
  127. Large Selective Kernel Network for Remote Sensing Object Detection
  128. Learning Rewards to Optimize Global Performance Metrics in Deep Reinforcement Learning
  129. Towards Commonsense Knowledge based Fuzzy Systems for Supporting Size-Related Fine-Grained Object Detection
  130. Self-Inspection Method of Unmanned Aerial Vehicles in Power Plants Using Deep Q-Network Reinforcement Learning
  131. Exploring the Power of Generative Deep Learning for Image-to-Image Translation and MRI Reconstruction: A Cross-Domain Review
  132. Machine Learning for Flow Cytometry Data Analysis
  133. Conditional Synthetic Food Image Generation
  134. A High-Performance Accelerator for Super-Resolution Processing on Embedded GPU
  135. Unified Visual Relationship Detection with Vision and Language Models
  136. Learning Spatio-Temporal Aggregations for Large-Scale Capacity Expansion Problems