mlsanityData to 14 Oct 2026

Papers

New on arXiv

Sat 25 Mar 2023

143 papers

  1. Embedding Contextual Information through Reward Shaping in Multi-Agent Learning: A Case Study from Google FootballOffline RL and imitation learning from data → Imitation learning methods
  2. Supervised Masked Knowledge Distillation for Few-Shot TransformersKnowledge distillation → General knowledge distillation methods
  3. Selective Structured State-Spaces for Long-Form Video UnderstandingState-space sequence models (S4, Mamba) → Video, motion and generative Mamba models +1
  4. Equivariant Similarity for Vision-Language Foundation ModelsMultimodal LLMs / vision-language models → MLLM training and visual instruction tuning
  5. Task-Attentive Transformer Architecture for Continual Learning of Vision-and-Language Tasks Using Knowledge DistillationKnowledge distillation → Distillation for continual learning
  6. Human Preference Score: Better Aligning Text-to-Image Models with Human PreferenceDiffusion models → Diffusion and flow policies for robotics +1
  7. Freestyle Layout-to-Image SynthesisDiffusion models → Image generation, text-to-image and editing
  8. IFSeg: Image-free Semantic Segmentation via Vision-Language ModelMultimodal LLMs / vision-language models → Prompt learning and adaptation of CLIP
  9. MDTv2: Masked Diffusion Transformer is a Strong Image SynthesizerLLM reasoning → Diffusion reasoning and test-time scaling +1
  10. Multi-view knowledge distillation transformer for human action recognitionKnowledge distillation → General knowledge distillation methods
  11. Dealing With Heterogeneous 3D MR Knee Images: A Federated Few-Shot Learning Method With Dual Knowledge DistillationKnowledge distillation → Federated, robust and private distillation
  12. DiracDiffusion: Denoising and Incremental Reconstruction with Assured Data-ConsistencyDiffusion models → Inverse problems and image restoration
  13. Backdoor Attacks with Input-unique Triggers in NLPLLM safety and security → Backdoor and data poisoning attacks
  14. Feature Embedding Clustering using POCS-based Clustering Algorithm
  15. LVQAC: Lattice Vector Quantization Coupled with Spatially Adaptive Companding for Efficient Learned Image Compression
  16. Passive Radio Frequency-based 3D Indoor Positioning System via Ensemble Learning
  17. A New Paradigm for Device-free Indoor Localization: Deep Learning with Error Vector Spectrum in Wi-Fi Systems
  18. Two Heads are Better than One: A Bio-inspired Method for Improving Classification on EEG-ET Data
  19. Distributed Multi-Agent Deep Q-Learning for Fast Roaming in IEEE 802.11ax Wi-Fi Systems
  20. Can We Revitalize Interventional Healthcare with AI-XR Surgical Metaverses?
  21. A Desynchronization-Based Countermeasure Against Side-Channel Analysis of Neural Networks
  22. AdvCheck: Characterizing Adversarial Examples via Local Gradient Checking
  23. Edge Ranking of Graphs in Transportation Networks using a Graph Neural Network (GNN)
  24. Quantum Generative Modeling using Parameterized Quantum Circuits
  25. CADM: Confusion Model-based Detection Method for Real-drift in Chunk Data Stream
  26. Thistle: A Vector Database in Rust
  27. Behavioral Machine Learning? Regularization and Forecast Bias
  28. Energy-efficient Task Adaptation for NLP Edge Inference Leveraging Heterogeneous Memory Architectures
  29. Edge Selection and Clustering for Federated Learning in Optical Inter-LEO Satellite Constellation
  30. Can Large Language Models assist in Hazard Analysis?
  31. Learning Rotation-Equivariant Features for Visual Correspondence
  32. CAMS: CAnonicalized Manipulation Spaces for Category-Level Functional Hand-Object Manipulation Synthesis
  33. Enlarging Instance-specific and Class-specific Information for Open-set Action Recognition
  34. Exactly mergeable summaries
  35. Fine-Tashkeel: Finetuning Byte-Level Models for Accurate Arabic Text Diacritization
  36. PAniC-3D: Stylized Single-view 3D Reconstruction from Portraits of Anime Characters
  37. DeepVecFont-v2: Exploiting Transformers to Synthesize Vector Fonts with Higher Quality
  38. Learning video embedding space with Natural Language Supervision
  39. Identification of Negative Transfers in Multitask Learning Using Surrogate Models
  40. Shapley-based Explainable AI for Clustering Applications in Fault Diagnosis and Prognosis
  41. Automatic Generation of Multiple-Choice Questions
  42. VisCo Grids: Surface Reconstruction with Viscosity and Coarea Grids
  43. Measuring Classification Decision Certainty and Doubt
  44. Image Moment Invariants to Rotational Motion Blur
  45. Deep Kernel Methods Learn Better: From Cards to Process Optimization
  46. Complexity-calibrated Benchmarks for Machine Learning Reveal When Next-Generation Reservoir Computer Predictions Succeed and Mislead
  47. Spatial Latent Representations in Generative Adversarial Networks for Image Generation
  48. Viewpoint Equivariance for Multi-View 3D Object Detection
  49. Topological Pooling on Graphs
  50. UnScene3D: Unsupervised 3D Instance Segmentation for Indoor Scenes
  51. Deep Augmentation: Dropout as Augmentation for Self-Supervised Learning
  52. SUDS: Scalable Urban Dynamic Scenes
  53. EfficientAD: Accurate Visual Anomaly Detection at Millisecond-Level Latencies
  54. SIO: Synthetic In-Distribution Data Benefits Out-of-Distribution Detection
  55. Chat-REC: Towards Interactive and Explainable LLMs-Augmented Recommender System
  56. Waste Detection and Change Analysis based on Multispectral Satellite Imagery
  57. Stochastic Model Predictive Control Utilizing Bayesian Neural Networks
  58. Indonesian Text-to-Image Synthesis with Sentence-BERT and FastGAN
  59. OVeNet: Offset Vector Network for Semantic Segmentation
  60. Improving robustness of jet tagging algorithms with adversarial training: exploring the loss surface
  61. Toward DNN of LUTs: Learning Efficient Image Restoration with Multiple Look-Up Tables
  62. Unsupervised Inference of Signed Distance Functions from Single Sparse Point Clouds without Learning Priors
  63. Link Prediction for Flow-Driven Spatial Networks
  64. Visual-Tactile Sensing for In-Hand Object Reconstruction
  65. Learning with Explanation Constraints
  66. Adaptive Sparse Convolutional Networks with Global Context Enhancement for Faster Object Detection on Drone Images
  67. Spatio-Temporal Graph Neural Networks for Predictive Learning in Urban Computing: A Survey
  68. Diverse Embedding Expansion Network and Low-Light Cross-Modality Benchmark for Visible-Infrared Person Re-identification
  69. GANTEE: Generative Adversatial Network for Taxonomy Entering Evaluation
  70. Explainable Image Quality Assessment for Medical Imaging
  71. DBARF: Deep Bundle-Adjusting Generalizable Neural Radiance Fields
  72. Informed Machine Learning, Centrality, CNN, Relevant Document Detection, Repatriation of Indigenous Human Remains
  73. 3Mformer: Multi-order Multi-mode Transformer for Skeletal Action Recognition
  74. HQ3DAvatar: High Quality Controllable 3D Head Avatar
  75. Compacting Binary Neural Networks by Sparse Kernel Selection
  76. Autoregressive Conditional Neural Processes
  77. A Survey on the Densest Subgraph Problem and Its Variants
  78. Verifying Properties of Tsetlin Machines
  79. Indian Language Summarization using Pretrained Sequence-to-Sequence Models
  80. CFA: Class-wise Calibrated Fair Adversarial Training
  81. Diverse Motion In-betweening with Dual Posture Stitching
  82. Federated Learning without Full Labels: A Survey
  83. COFFEE: A Contrastive Oracle-Free Framework for Event Extraction
  84. MultiTalent: A Multi-Dataset Approach to Medical Image Segmentation
  85. No more Reviewer #2: Subverting Automatic Paper-Reviewer Assignment using Adversarial Learning
  86. Design of a Smart Waste Management System for the City of Johannesburg
  87. NeRF-DS: Neural Radiance Fields for Dynamic Specular Objects
  88. Heat flux for semi-local machine-learning potentials
  89. Deep Active Learning with Contrastive Learning Under Realistic Data Pool Assumptions
  90. Beta-VAE has 2 Behaviors: PCA or ICA?
  91. Shot Noise Reduction in Radiographic and Tomographic Multi-Channel Imaging with Self-Supervised Deep Learning
  92. Sem4SAP: Synonymous Expression Mining From Open Knowledge Graph For Language Model Synonym-Aware Pretraining
  93. Spatially-aware station based car-sharing demand prediction
  94. Fairness meets Cross-Domain Learning: a new perspective on Models and Metrics
  95. Vision Models Can Be Efficiently Specialized via Few-Shot Task-Aware Compression
  96. VL-SAT: Visual-Linguistic Semantics Assisted Training for 3D Semantic Scene Graph Prediction in Point Cloud
  97. LPFF: A Portrait Dataset for Face Generators Across Large Poses
  98. Natural Language Processing in Ethiopian Languages: Current State, Challenges, and Opportunities
  99. Bridging Precision and Confidence: A Train-Time Loss for Calibrating Object Detection
  100. Deep Linear Discriminant Analysis with Variation for Polycystic Ovary Syndrome Classification
All 143
  1. MDQE: Mining Discriminative Query Embeddings to Segment Occluded Instances on Challenging Videos
  2. Multi-pooling 3D Convolutional Neural Network for fMRI Classification of Visual Brain States
  3. Prompt-Guided Transformers for End-to-End Open-Vocabulary Object Detection
  4. Reliability-Hierarchical Memory Network for Scribble-Supervised Video Object Segmentation
  5. Active Finetuning: Exploiting Annotation Budget in the Pretraining-Finetuning Paradigm
  6. 3D Facial Imperfection Regeneration: Deep learning approach and 3D printing prototypes
  7. Instant Domain Augmentation for LiDAR Semantic Segmentation
  8. Unsupervised Domain Adaption with Pixel-level Discriminator for Image-aware Layout Generation
  9. ViPFormer: Efficient Vision-and-Pointcloud Transformer for Unsupervised Pointcloud Understanding
  10. Knowledge-augmented Frame Semantic Parsing with Hybrid Prompt-tuning
  11. DoNet: Deep De-overlapping Network for Cytology Instance Segmentation
  12. A Registration- and Uncertainty-based Framework for White Matter Tract Segmentation With Only One Annotated Subject
  13. Video-Text as Game Players: Hierarchical Banzhaf Interaction for Cross-Modal Representation Learning
  14. FlexNeRF: Photorealistic Free-viewpoint Rendering of Moving Humans from Sparse Views
  15. Hybrid Fuzzy-Crisp Clustering Algorithm: Theory and Experiments
  16. Heuristic Search for Multi-Objective Probabilistic Planning
  17. Spatio-Temporal Pixel-Level Contrastive Learning-based Source-Free Domain Adaptation for Video Semantic Segmentation
  18. Both Style and Distortion Matter: Dual-Path Unsupervised Domain Adaptation for Panoramic Semantic Segmentation
  19. Intelligent Load Balancing and Resource Allocation in O-RAN: A Multi-Agent Multi-Armed Bandit Approach
  20. Hierarchical Multi-Agent Multi-Armed Bandit for Resource Allocation in Multi-LEO Satellite Constellation Networks
  21. Causal Image Synthesis of Brain MR in 3D
  22. Zero-Shot Everything Sketch-Based Image Retrieval, and in Explainable Style
  23. Vision-based Vineyard Navigation Solution with Automatic Annotation
  24. Collaborative Multi-Object Tracking with Conformal Uncertainty Propagation
  25. Analyzing the Performance of GPT-3.5 and GPT-4 in Grammatical Error Correction
  26. Towards Accurate Post-Training Quantization for Vision Transformer
  27. From G"odel's Incompleteness Theorem to the completeness of bot beliefs (Extended abstract)
  28. SmartBook: AI-Assisted Situation Report Generation for Intelligence Analysts
  29. GPU-accelerated Matrix Cover Algorithm for Multiple Patterning Layout Decomposition
  30. The Semantic Reader Project: Augmenting Scholarly Documents through AI-Powered Interactive Reading Interfaces
  31. Train/Test-Time Adaptation with Retrieval
  32. Using Simple Incentives to Improve Two-Sided Fairness in Ridesharing Systems
  33. Edge-Based Video Analytics: A Survey
  34. Incorporating Transformer Designs into Convolutions for Lightweight Image Super-Resolution
  35. Spatio-Temporal driven Attention Graph Neural Network with Block Adjacency matrix (STAG-NN-BA) for Remote Land-use Change Detection
  36. Adaptive Bi-Recommendation and Self-Improving Network for Heterogeneous Domain Adaptation-Assisted IoT Intrusion Detection
  37. Feature Tracks are not Zero-Mean Gaussian
  38. Learned Two-Plane Perspective Prior based Image Resampling for Efficient Object Detection
  39. GPT is becoming a Turing machine: Here are some ways to program it
  40. The Challenges of Studying Misinformation on Video-Sharing Platforms During Crises and Mass-Convergence Events
  41. Auto-AVSR: Audio-Visual Speech Recognition with Automatic Labels
  42. Ensemble-based Blackbox Attacks on Dense Prediction
  43. Unsupervised Feature Selection to Identify Important ICD-10 Codes for Machine Learning: A Case Study on a Coronary Artery Disease Patient Cohort