mlsanityData to 14 Oct 2026

Papers

New on arXiv

Thu 30 Mar 2023

195 papers

  1. Self-Refine: Iterative Refinement with Self-FeedbackLLM reasoning → Test-time compute and efficient thinking
  2. Aligning a medium-size GPT model in English to a small closed domain in SpanishLLM alignment / RLHF / preference optimisation → Reward modeling and RLHF
  3. Vision-Language Modelling For Radiological Imaging and Reports In The Low Data RegimeMultimodal LLMs / vision-language models → Medical vision-language models
  4. Token Merging for Fast Stable DiffusionDiffusion models → Diffusion foundations and sampling +1
  5. Zero-Shot Video Editing Using Off-The-Shelf Image Diffusion ModelsDiffusion models → Video generation
  6. Consistent View Synthesis with Pose-Guided Diffusion ModelsDiffusion models → 3D, point cloud and scene generation
  7. Forget-Me-Not: Learning to Forget in Text-to-Image Diffusion ModelsDiffusion models → Robustness, privacy and adversarial aspects +1
  8. SoftCLIP: Softer Cross-modal Alignment Makes CLIP StrongerMultimodal LLMs / vision-language models → Prompt learning and adaptation of CLIP
  9. DDP: Diffusion Model for Dense Visual PredictionDiffusion models → Image generation, text-to-image and editing
  10. DAE-Talker: High Fidelity Speech-Driven Talking Face Generation with Diffusion AutoencoderDiffusion models → Audio, speech and music
  11. PAIR-Diffusion: A Comprehensive Multimodal Object-Level Image EditorDiffusion models → Image generation, text-to-image and editing
  12. Asymmetric Image Retrieval with Cross Model Compatible EnsemblesKnowledge distillation → General knowledge distillation methods
  13. Steered Mixture of Experts Regression for Image Denoising with Multi-Model-InferenceMixture-of-experts → Vision mixture-of-experts
  14. Finetuning from Offline Reinforcement Learning: Challenges, Trade-offs and Practical SolutionsOffline RL and imitation learning from data → Offline RL algorithms
  15. Complementary Random Masking for RGB-Thermal Semantic SegmentationKnowledge distillation → Detection and dense prediction distillation
  16. LayoutDiffusion: Controllable Diffusion Model for Layout-to-image GenerationDiffusion models → Image generation, text-to-image and editing
  17. Task-Oriented Multi-Modal Mutual Leaning for Vision-Language ModelsMultimodal LLMs / vision-language models → Prompt learning and adaptation of CLIP
  18. KD-DLGAN: Data Limited Image Generation via Knowledge DistillationKnowledge distillation → General knowledge distillation methods
  19. MAHALO: Unifying Offline Reinforcement Learning and Imitation Learning from ObservationsOffline RL and imitation learning from data → Imitation learning methods
  20. Discriminative Class Tokens for Text-to-Image Diffusion ModelsDiffusion models → Image generation, text-to-image and editing
  21. Deep Generative Model and Its Applications in Efficient Wireless Network Management: A Tutorial and Case StudyDiffusion models → Diffusion for compression and wireless
  22. Mole Recruitment: Poisoning of Image Classifiers via Selective Batch SamplingLLM safety and security → Backdoor and data poisoning attacks
  23. DiffCollage: Parallel Generation of Large Content with Diffusion ModelsDiffusion models → Image generation, text-to-image and editing
  24. DERA: Enhancing Large Language Model Completions with Dialog-Enabled Resolving AgentsLLM agents and tool use → Medical and scientific domain agents
  25. Can ChatGPT be used to generate scientific hypotheses?
  26. Online Ensemble Learning for Sector Rotation: A Gradient-Free Framework
  27. Social Biases through the Text-to-Image Generation Lens
  28. Object-agnostic Affordance Categorization via Unsupervised Learning of Graph Embeddings
  29. Synthesis of Mathematical programs from Natural Language Specifications
  30. Adaptive SpikeDeep-Classifier: Self-organizing and self-supervised machine learning algorithm for online spike sorting
  31. Optimized EEG based mood detection with signal processing and deep neural networks for brain-computer interface
  32. A Machine Learning Approach to Forecasting Honey Production with Tree-Based Methods
  33. Federated Learning Based Multilingual Emoji Prediction In Clean and Attack Scenarios
  34. QUADRo: Dataset and Models for QUestion-Answer Database Retrieval
  35. Unsupervised Word Segmentation Using Temporal Gradient Pseudo-Labels
  36. The Music Annotation Pattern
  37. The Music Note Ontology
  38. DRIP: Deep Regularizers for Inverse Problems
  39. Multi-Task Learning for Post-transplant Cause of Death Analysis: A Case Study on Liver Transplant
  40. Physics and Chemistry from Parsimonious Representations: Image Analysis via Invariant Variational Autoencoders
  41. TPMCF: Temporal QoS Prediction using Multi-Source Collaborative Features
  42. Contrastive-Signal-Dependent Plasticity: Self-Supervised Learning in Spiking Neural Circuits
  43. Diff-ID: An Explainable Identity Difference Quantification Framework for DeepFake Detection
  44. Solving morphological analogies: from retrieval to generation
  45. Inferring networks from time series: a neural approach
  46. Deep neural operator for learning transient response of interpenetrating phase composites subject to dynamic loading
  47. A Note On Nonlinear Regression Under L2 Loss
  48. FairGen: Towards Fair Graph Generation
  49. Optimal Input Gain: All You Need to Supercharge a Feed-Forward Neural Network
  50. β4-IRT: A New β3-IRT with Enhanced Discrimination Estimation
  51. Evaluation of GPT and BERT-based models on identifying protein-protein interactions in biomedical text
  52. BOLT: An Automated Deep Learning Framework for Training and Deploying Large-Scale Search and Recommendation Models on Commodity CPU Hardware
  53. Generating Adversarial Samples in Mini-Batches May Be Detrimental To Adversarial Robustness
  54. Why is the winner the best?
  55. Multiclass Online Learning and Uniform Convergence
  56. Mitigating Source Bias for Fairer Weak Supervision
  57. S-VolSDF: Sparse Multi-View Stereo Regularization of Neural Implicit Surfaces
  58. What Types of Questions Require Conversation to Answer? A Case Study of AskReddit Questions
  59. Analysis of Failures and Risks in Deep Learning Model Converters: A Case Study in the ONNX Ecosystem
  60. Why is plausibility surprisingly problematic as an XAI criterion?
  61. If At First You Don't Succeed: Test Time Re-ranking for Zero-shot, Cross-domain Retrieval
  62. Dual Cross-Attention for Medical Image Segmentation
  63. Task Oriented Conversational Modelling With Subjective Knowledge
  64. Learning Garment DensePose for Robust Warping in Virtual Try-On
  65. Fine-Tuning BERT with Character-Level Noise for Zero-Shot Transfer to Dialects and Closely-Related Languages
  66. Convex Hulls of Reachable Sets
  67. Neural signature kernels as infinite-width-depth-limits of controlled ResNets
  68. Utilizing Remote Sensing to Analyze Land Usage and Rice Planting Patterns
  69. MetaEnhance: Metadata Quality Improvement for Electronic Theses and Dissertations of University Libraries
  70. Establishing baselines and introducing TernaryMixOE for fine-grained out-of-distribution detection
  71. Progress towards an improved particle flow algorithm at CMS with machine learning
  72. Q-Learning based system for path planning with unmanned aerial vehicles swarms in obstacle environments
  73. Comparing Abstractive Summaries Generated by ChatGPT to Real Summaries Through Blinded Reviewers and Text Classification Algorithms
  74. Practical Policy Optimization with Personalized Experimentation
  75. Detecting and Grounding Important Characters in Visual Stories
  76. XPert: Peripheral Circuit & Neural Architecture Co-search for Area and Energy-efficient Xbar-based Computing
  77. Whether and When does Endoscopy Domain Pretraining Make Sense?
  78. Gaze-based Attention Recognition for Human-Robot Collaboration
  79. Data-driven abstractions via adaptive refinements and a Kantorovich metric [extended version]
  80. An evaluation of time series forecasting models on water consumption data: A case study of Greece
  81. Patterns Detection in Glucose Time Series by Domain Transformations and Deep Learning
  82. Utilizing Reinforcement Learning for de novo Drug Design
  83. Estimating Continuous Muscle Fatigue For Multi-Muscle Coordinated Exercise: A Pilot Study on Walking
  84. oBERTa: Improving Sparse Transfer Learning via improved initialization, distillation, and pruning regimes
  85. AvatarCraft: Transforming Text into Neural Human Avatars with Parameterized Shape and Pose Control
  86. SparseViT: Revisiting Activation Sparsity for Efficient High-Resolution Vision Transformer
  87. NeRF-Supervised Deep Stereo
  88. Beyond Appearance: a Semantic Controllable Self-Supervised Learning Framework for Human-Centric Visual Tasks
  89. When Learning Is Out of Reach, Reset: Generalization in Autonomous Visuomotor Reinforcement Learning
  90. Robo3D: Towards Robust and Reliable 3D Perception against Corruptions
  91. Neglected Free Lunch -- Learning Image Classifiers Using Annotation Byproducts
  92. MobileInst: Video Instance Segmentation on the Mobile
  93. Anatomically aware dual-hop learning for pulmonary embolism detection in CT pulmonary angiograms
  94. Learning Human-to-Robot Handovers from Point Clouds
  95. Going Beyond Nouns With Vision & Language Models Using Synthetic Data
  96. TiDy-PSFs: Computational Imaging with Time-Averaged Dynamic Point-Spread-Functions
  97. HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging Face
  98. Online Learning and Disambiguations of Partial Concept Classes
  99. Elastic Weight Removal for Faithful and Abstractive Dialogue Generation
  100. Using AI to Measure Parkinson's Disease Severity at Home
All 195
  1. Iterative Prompt Learning for Unsupervised Backlit Image Enhancement
  2. CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X
  3. Non-Invasive Fairness in Learning through the Lens of Data Drift
  4. BloombergGPT: A Large Language Model for Finance
  5. Recognition, recall, and retention of few-shot memories in large language models
  6. Whose Opinions Do Language Models Reflect?
  7. CAusal and collaborative proxy-tasKs lEarning for Semi-Supervised Domain Adaptation
  8. Q-fid: Quantum Circuit Fidelity Improvement with LSTM Networks
  9. Hindi as a Second Language: Improving Visually Grounded Speech with Semantically Similar Samples
  10. Learning in Factored Domains with Information-Constrained Visual Representations
  11. 3D Line Mapping Revisited
  12. Language Models can Solve Computer Tasks
  13. Sound to Visual Scene Generation by Audio-to-Visual Latent Alignment
  14. On the Analysis of Computational Delays in Reinforcement Learning-based Rate Adaptation Algorithms
  15. Learning distributed representations with efficient SoftMax normalization
  16. PoseFormerV2: Exploring Frequency Domain for Efficient and Robust 3D Human Pose Estimation
  17. Surrogate Neural Networks for Efficient Simulation-based Trajectory Planning Optimization
  18. Assessing Cross-Cultural Alignment between ChatGPT and Human Societies: An Empirical Study
  19. Can I Trust My Simulation Model? Measuring the Quality of Business Process Simulation Models
  20. NN-Copula-CD: A Copula-Guided Interpretable Neural Network for Change Detection in Heterogeneous Remote Sensing Images
  21. All You Need Is Sex for Diversity
  22. Robust Multi-Agent Pickup and Delivery with Delays
  23. Semantic Image Translation for Repairing the Texture Defects of Building Models
  24. Removing supervision in semantic segmentation with local-global matching and area balancing
  25. P-Transformer: A Prompt-based Multimodal Transformer Architecture For Medical Tabular Data
  26. WavCaps: A ChatGPT-Assisted Weakly-Labelled Audio Captioning Dataset for Audio-Language Multimodal Research
  27. Dynamic Conceptional Contrastive Learning for Generalized Category Discovery
  28. Explainable Intrusion Detection Systems Using Competitive Learning Techniques
  29. A Study of Autoregressive Decoders for Multi-Tasking in Computer Vision
  30. SynBody: Synthetic Dataset with Layered Human Models for 3D Human Perception and Modeling
  31. A BERT-based Unsupervised Grammatical Error Correction Framework
  32. Invertible Convolution with Symmetric Paddings
  33. DPP-based Client Selection for Federated Learning with Non-IID Data
  34. ISSTAD: Incremental Self-Supervised Learning Based on Transformer for Anomaly Detection and Localization
  35. PMatch: Paired Masked Image Modeling for Dense Geometric Matching
  36. Local region-learning modules for point cloud classification
  37. Topics in the Haystack: Extracting and Evaluating Topics beyond Coherence
  38. Yes but.. Can ChatGPT Identify Entities in Historical Documents?
  39. The impact of training dataset size and ensemble inference strategies on head and neck auto-segmentation
  40. Masked Autoencoders as Image Processors
  41. Sasaki Metric for Spline Models of Manifold-Valued Trajectories
  42. Understanding the Robustness of 3D Object Detection with Bird's-Eye-View Representations in Autonomous Driving
  43. JCDNet: Joint of Common and Definite phases Network for Weakly Supervised Temporal Action Localization
  44. Decomposed Cross-modal Distillation for RGB-based Temporal Action Detection
  45. Humans in Humans Out: On GPT Converging Toward Common Sense in both Success and Failure
  46. Multifactor Sequential Disentanglement via Structured Koopman Autoencoders
  47. Ontology in Hybrid Intelligence: a concise literature review
  48. Fooling the Image Dehazing Models by First Order Gradient
  49. HDR Imaging with Spatially Varying Signal-to-Noise Ratios
  50. Demystifying Misconceptions in Social Bots Research
  51. Model-agnostic explainable artificial intelligence for object detection in image data
  52. Impact of Video Processing Operations in Deepfake Detection
  53. Investigating and Mitigating the Side Effects of Noisy Views for Self-Supervised Clustering Algorithms in Practical Multi-View Scenarios
  54. Shapley Chains: Extending Shapley Values to Classifier Chains
  55. Retrospective Motion Correction in Gradient Echo MRI by Explicit Motion Estimation Using Deep CNNs
  56. Kaizen: Practical Self-supervised Continual Learning with Continual Fine-tuning
  57. The Graphical Nadaraya-Watson Estimator on Latent Position Models
  58. Streaming Video Model
  59. FreeSeg: Unified, Universal and Open-Vocabulary Image Segmentation
  60. LatentForensics: Towards frugal deepfake detection in the StyleGAN latent space
  61. Milestones in Autonomous Driving and Intelligent Vehicles: Survey of Surveys
  62. HARFLOW3D: A Latency-Oriented 3D-CNN Accelerator Toolflow for HAR on FPGA Devices
  63. Few-shot Geometry-Aware Keypoint Localization
  64. SARGAN: Spatial Attention-based Residuals for Facial Expression Manipulation
  65. Human from Blur: Human Pose Tracking from Blurry Images
  66. SynthVSR: Scaling Up Visual Speech Recognition With Synthetic Supervision
  67. Sublinear Convergence Rates of Extragradient-Type Methods: A Survey on Classical and Recent Developments
  68. The Nordic Pile: A 1.2TB Nordic Dataset for Language Modeling
  69. Implicit View-Time Interpolation of Stereo Videos using Multi-Plane Disparities and Non-Uniform Coordinates
  70. A View From Somewhere: Human-Centric Face Representations
  71. Rethinking the Approximation Error in 3D Surface Fitting for Point Cloud Normal Estimation
  72. Deep Single Image Camera Calibration by Heatmap Regression to Recover Fisheye Images Under Manhattan World Assumption
  73. Matrix diagonalization and singular value decomposition: Static SageMath and dynamic ChatGPT juxtaposed
  74. TreePiece: Faster Semantic Parsing via Tree Tokenization
  75. Mixed Autoencoder for Self-supervised Visual Representation Learning
  76. NeILF++: Inter-Reflectable Light Fields for Geometry and Material Estimation
  77. DAMO-StreamNet: Optimizing Streaming Perception in Autonomous Driving
  78. Soft Neighbors are Positive Supporters in Contrastive Visual Representation Learning
  79. Online Camera-to-ground Calibration for Autonomous Driving
  80. C-SFDA: A Curriculum Learning Aided Self-Training Framework for Efficient Source Free Domain Adaptation
  81. Adaptive Cross Batch Normalization for Metric Learning
  82. A Large-Scale Survey on the Usability of AI Programming Assistants: Successes and Challenges
  83. Masked and Adaptive Transformer for Exemplar Based Image Translation
  84. TLAG: An Informative Trigger and Label-Aware Knowledge Guided Model for Dialogue-based Relation Extraction
  85. Reliable Representation Learning for Incomplete Multi-View Missing Multi-Label Classification
  86. Hierarchical Fine-Grained Image Forgery Detection and Localization
  87. Contextual Combinatorial Bandits with Probabilistically Triggered Arms
  88. Efficient Sampling of Stochastic Differential Equations with Positive Semi-Definite Models
  89. BEVFusion4D: Learning LiDAR-Camera Fusion Under Bird's-Eye-View via Cross-Modality Guidance and Temporal Aggregation
  90. ImageNet-E: Benchmarking Neural Network Robustness via Attribute Editing
  91. Enhanced Stable View Synthesis
  92. OpenMix: Exploring Outlier Samples for Misclassification Detection
  93. Depth-NeuS: Neural Implicit Surfaces Learning for Multi-view Reconstruction Based on Depth Information Optimization
  94. Machine Learning for Partial Differential Equations
  95. Viewpoint: A Theoretical Computer Science Perspective on Consciousness and Artificial General Intelligence