mlsanityData to 14 Oct 2026

Papers

New on arXiv

Wed 3 Jan 2024

171 papers

  1. GLIDE-RL: Grounded Language Instruction through DEmonstration in RLDeep reinforcement learning methods → RL training of language and agent models
  2. On Time-Indexing as Inductive Bias in Deep RL for Sequential Manipulation TasksDeep reinforcement learning methods → RL for robot locomotion and manipulation
  3. Towards Truly Zero-shot Compositional Visual Reasoning with LLMs as ProgrammersLLM reasoning → Multimodal reasoning
  4. A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and ToxicityLLM alignment / RLHF / preference optimisation → Safety alignment and jailbreak attacks
  5. GeoPos: A Minimal Positional Encoding for Enhanced Fine-Grained Details in Image Synthesis Using Convolutional Neural NetworksDiffusion models → Diffusion and flow policies for robotics
  6. Theoretical guarantees on the best-of-n alignment policyLLM reasoning → Test-time compute and efficient thinking
  7. Concurrent Brainstorming & Hypothesis Satisfying: An Iterative Framework for Enhanced Retrieval-Augmented Generation (R2CBR3H-SR)Retrieval-augmented generation → RAG pipeline design and evaluation
  8. Moonshot: Towards Controllable Video Generation and Editing with Multimodal ConditionsDiffusion models → Video generation
  9. aMUSEd: An Open MUSE ReproductionDiffusion models → Image generation, text-to-image and editing
  10. CoMoSVC: Consistency Model-based Singing Voice ConversionDiffusion models → Audio, speech and music
  11. DiffYOLO: Object Detection for Anti-Noise via YOLO and Diffusion ModelsDiffusion models → Image generation, text-to-image and editing
  12. SIGNeRF: Scene Integrated Generation for Neural Radiance FieldsDiffusion models → 3D, point cloud and scene generation
  13. GPT-4V(ision) is a Generalist Web Agent, if GroundedMultimodal LLMs / vision-language models → Document understanding and multimodal RAG +1
  14. Enhancing Representation in Medical Vision-Language Foundation Models via Multi-Scale Information Extraction TechniquesMultimodal LLMs / vision-language models → Medical vision-language models
  15. DDPM based X-ray Image SynthesizerDiffusion models → Medical imaging and segmentation
  16. S2-DMs:Skip-Step Diffusion ModelsDiffusion models → Diffusion foundations and sampling
  17. Enhancing Multilingual Information Retrieval in Mixed Human Resources Environments: A RAG Model Implementation for Multicultural EnterpriseRetrieval-augmented generation → Generation and context integration
  18. Self-supervised Reflective Learning through Self-distillation and Online Clustering for Speaker Representation LearningKnowledge distillation → Speech and audio distillation
  19. Question-Answering Based Summarization of Electronic Health Records using Retrieval Augmented GenerationRetrieval-augmented generation → Medical and biomedical RAG
  20. Physical Reservoir Computing Enabled by Solitary Waves and Biologically-Inspired Nonlinear Transformation of Input Data
  21. A Review of Findings from Neuroscience and Cognitive Psychology as Possible Inspiration for the Path to Artificial General Intelligence
  22. Intelligent Condition Monitoring of Industrial Plants: An Overview of Methodologies and Uncertainty Management Strategies
  23. The Best Time for an Update: Risk-Sensitive Minimization of Age-Based Metrics
  24. Harnessing Transparent Learning Analytics for Individualized Support through Auto-detection of Engagement in Face-to-Face Collaborative Learning
  25. Harnessing Artificial Intelligence for Sustainable Agricultural Development in Africa: Opportunities, Challenges, and Impact
  26. CoSS: Co-optimizing Sensor and Sampling Rate for Data-Efficient AI in Human Activity Recognition
  27. On the selection and effectiveness of pseudo-absences for species distribution modeling with deep learning
  28. A Latent Dirichlet Allocation (LDA) Semantic Text Analytics Approach to Explore Topical Features in Charity Crowdfunding Campaigns
  29. Automation of Smart Homes with Multiple Rule Sources
  30. Locally Differentially Private Embedding Models in Distributed Fraud Prevention Systems
  31. Mean-Field Assisted Deep Boltzmann Learning with Probabilistic Computers
  32. GPS-SSL: Guided Positive Sampling to Inject Prior Into Self-Supervised Learning
  33. Revisiting Zero-Shot Abstractive Summarization in the Era of Large Language Models from the Perspective of Position Bias
  34. Hierarchical Clustering in LambdaCDM Cosmologies via Persistence Energy
  35. Representation Learning of Multivariate Time Series using Attention and Adversarial Training
  36. AUPIMO: Redefining Visual Anomaly Detection Benchmarks with High Speed and Low Tolerance
  37. Beyond Regrets: Geometric Metrics for Bayesian Optimization
  38. Tailor: Size Recommendations for High-End Fashion Marketplaces
  39. FMGS: Foundation Model Embedded 3D Gaussian Splatting for Holistic 3D Scene Understanding
  40. Instruct-Imagen: Image Generation with Multi-modal Instruction
  41. Generalist embedding models are better at short-context clinical semantic search than specialized embedding models
  42. The Internet of Things in the Era of Generative AI: Vision and Challenges
  43. Unsupervised Object-Centric Learning from Multiple Unspecified Viewpoints
  44. Distilling Temporal Knowledge with Masked Feature Reconstruction for 3D Object Detection
  45. AstroLLaMA-Chat: Scaling AstroLLaMA with Conversational and Diverse Datasets
  46. LEAP-VO: Long-term Effective Any Point Tracking for Visual Odometry
  47. From Audio to Photoreal Embodiment: Synthesizing Humans in Conversations
  48. Mining Temporal Attack Patterns from Cyberthreat Intelligence Reports
  49. Graph Neural Networks for Surfactant Multi-Property Prediction
  50. On the hardness of learning under symmetries
  51. Step length measurement in the wild using FMCW radar
  52. Dataset Difficulty and the Role of Inductive Bias
  53. A Vision Check-up for Language Models
  54. Synthetic dataset of ID and Travel Document
  55. Optimal cross-learning for contextual bandits with unknown context distributions
  56. Transformer Neural Autoregressive Flows
  57. Multilingual Instruction Tuning With Just a Pinch of Multilinguality
  58. The Power of Training: How Different Neural Network Setups Influence the Energy Demand
  59. DGDNN: Decoupled Graph Diffusion Neural Network for Stock Movement Prediction
  60. Investigating Semi-Supervised Learning Algorithms in Text Datasets
  61. Wasserstein Nonnegative Tensor Factorization with Manifold Regularization
  62. Act as You Learn: Adaptive Decision-Making in Non-Stationary Markov Decision Processes
  63. Frequency Domain Modality-invariant Feature Learning for Visible-infrared Person Re-Identification
  64. Neural Control: Concurrent System Identification and Control Learning with Neural ODE
  65. Iterative Mask Filling: An Effective Text Augmentation Method Using Masked Language Modeling
  66. Physio: An LLM-Based Physiotherapy Advisor
  67. Detours for Navigating Instructional Videos
  68. HawkRover: An Autonomous mmWave Vehicular Communication Testbed with Multi-sensor Fusion and Deep Learning
  69. Large Language Models Relearn Removed Concepts
  70. Signal Processing in the Retina: Interpretable Graph Classifier to Predict Ganglion Cell Responses
  71. Efficient Computation of Confidence Sets Using Classification on Equidistributed Grids
  72. A quatum inspired neural network for geometric modeling
  73. Deep learning the Hurst parameter of linear fractional processes and assessing its reliability
  74. Applications of machine learning and IoT for Outdoor Air Pollution Monitoring and Prediction: A Systematic Literature Review
  75. Approximating Numerical Fluxes Using Fourier Neural Operators for Hyperbolic Conservation Laws
  76. Navigating Uncertainty: Optimizing API Dependency for Hallucination Reduction in Closed-Book Question Answering
  77. A Novel Paradigm for Neural Computation: X-Net with Learnable Neurons and Adaptable Structure
  78. Cross-target Stance Detection by Exploiting Target Analytical Perspectives
  79. VGA: Vision and Graph Fused Attention Network for Rumor Detection
  80. Incremental FastPitch: Chunk-based High Quality Text to Speech
  81. Using AI/ML to Find and Remediate Enterprise Secrets in Code & Document Sharing Platforms
  82. A Generative AI Assistant to Accelerate Cloud Migration
  83. FullLoRA: Efficiently Boosting the Robustness of Pretrained Vision Transformers
  84. Towards Robust Semantic Segmentation against Patch-based Attack via Attention Refinement
  85. Few-shot Image Generation via Information Transfer from the Built Geodesic Surface
  86. Few-shot Adaptation of Multi-modal Foundation Models: A Survey
  87. Learning Keypoints for Robotic Cloth Manipulation using Synthetic Data
  88. Investigating the Suitability of Concept Drift Detection for Detecting Leakages in Water Distribution Networks
  89. Task and Explanation Network
  90. STAF: 3D Human Mesh Recovery from Video with Spatio-Temporal Alignment Fusion
  91. Ravnest: Decentralized Asynchronous Training on Heterogeneous Devices
  92. Lightweight Adaptive Feature De-drifting for Compressed Image Classification
  93. Local Adaptive Clustering Based Image Matching for Automatic Visual Identification
  94. Fact-checking based fake news detection: a review
  95. Evaluating Large Language Models in Semantic Parsing for Conversational Question Answering over Knowledge Graphs
  96. EPA: Neural Collapse Inspired Robust Out-of-Distribution Detector
  97. WordArt Designer API: User-Driven Artistic Typography Synthesis with Large Language Models on ModelScope
  98. Patterns of Persistence and Diffusibility across the World's Languages
  99. AID-DTI: Accelerating High-fidelity Diffusion Tensor Imaging with Detail-Preserving Model-based Deep Learning
  100. Predicting challenge moments from students' discourse: A comparison of GPT-4 to two traditional natural language processing approaches
All 171
  1. Zero-shot Active Learning Using Self Supervised Learning
  2. ODTrack: Online Dense Temporal Token Learning for Visual Tracking
  3. Modality Exchange Network for Retinogeniculate Visual Pathway Segmentation
  4. Performance Evaluation of GPS Trajectory Rasterization Methods
  5. Transformer RGBT Tracking with Spatio-Temporal Multimodal Tokens
  6. MLPs Compass: What is learned when MLPs are combined with PLMs?
  7. Simultaneous q-Space Sampling Optimization and Reconstruction for Fast and High-fidelity Diffusion Magnetic Resonance Imaging
  8. Deep Automated Mechanism Design for Integrating Ad Auction and Allocation in Feed
  9. LESEN: Label-Efficient deep learning for Multi-parametric MRI-based Visual Pathway Segmentation
  10. AIGCBench: Comprehensive Evaluation of Image-to-Video Content Generated by AI
  11. De-Confusing Pseudo-Labels in Source-Free Domain Adaptation
  12. Prototypical Information Bottlenecking and Disentangling for Multimodal Cancer Survival Prediction
  13. Model Averaging and Double Machine Learning
  14. S3Net: Innovating Stereo Matching and Semantic Segmentation with a Single-Branch Semantic Stereo Network in Satellite Epipolar Imagery
  15. BLADE: Box-Level Supervised Amodal Segmentation through Directed Expansion
  16. Towards a Foundation Purchasing Model: Pretrained Generative Autoregression on Transaction Sequences
  17. Evaluating Fairness in Self-supervised and Supervised Models for Sequential Data
  18. Social Media Ready Caption Generation for Brands
  19. A Cybersecurity Risk Analysis Framework for Systems with Artificial Intelligence Components
  20. Synthetic Data in AI: Challenges, Applications, and Ethical Implications
  21. On the Expressive Power of Graph Neural Networks
  22. SCALA: Sparsification-based Contrastive Learning for Anomaly Detection on Attributed Networks
  23. Context-Aware Interaction Network for RGB-T Semantic Segmentation
  24. Can AI Be as Creative as Humans?
  25. Large Language Model Capabilities in Perioperative Risk Prediction and Prognostication
  26. PLLaMa: An Open-source Large Language Model for Plant Science
  27. Generalization Error Curves for Analytic Spectral Algorithms under Power-law Decay
  28. Learning Prompt with Distribution-Based Feature Replay for Few-Shot Class-Incremental Learning
  29. MedSumm: A Multimodal Approach to Summarizing Code-Mixed Hindi-English Clinical Queries
  30. MLIP: Medical Language-Image Pre-training with Masked Local Representation Learning
  31. Real-Time Human Fall Detection using a Lightweight Pose Estimation Technique
  32. An Invariant Information Geometric Method for High-Dimensional Online Optimization
  33. Context-Guided Spatio-Temporal Video Grounding
  34. Test-Time Personalization with Meta Prompt for Gaze Estimation
  35. Enhancing Generalization of Invisible Facial Privacy Cloak via Gradient Accumulation
  36. A Transformer-Based Adaptive Semantic Aggregation Method for UAV Visual Geo-Localization
  37. View Distribution Alignment with Progressive Adversarial Learning for UAV Visual Geo-Localization
  38. Hallucinations in Neural Automatic Speech Recognition: Identifying Errors and Hallucinatory Models
  39. AttentionLut: Attention Fusion-based Canonical Polyadic LUT for Real-time Image Enhancement
  40. One-Step Late Fusion Multi-view Clustering with Compressed Subspace
  41. Multi-modal Learning with Missing Modality in Predicting Axillary Lymph Node Metastasis
  42. CRA-PCN: Point Cloud Completion with Intra- and Inter-level Cross-Resolution Transformers
  43. Towards Modeling Uncertainties of Self-explaining Neural Networks via Conformal Prediction
  44. Boosting of Implicit Neural Representation-based Image Denoiser
  45. DDN-SLAM: Real-time Dense Dynamic Neural Implicit SLAM
  46. Collaborative Perception for Connected and Autonomous Driving: Challenges, Possible Solutions and Opportunities
  47. Retraining-free Model Quantization via One-Shot Weight-Coupling Learning
  48. Adversarial Machine Learning-Enabled Anonymization of OpenWiFi Data
  49. The Art of Deception: Robust Backdoor Attack using Dynamic Stacking of Triggers
  50. Will 6G be Semantic Communications? Opportunities and Challenges from Task Oriented and Secure Communications to Integrated Sensing
  51. Glance and Focus: Memory Prompting for Multi-Event Video Question Answering
  52. Improved Bandits in Many-to-one Matching Markets with Incentive Compatibility
  53. Multimodal self-supervised learning for lesion localization
  54. GOAT-Bench: Safety Insights to Large Multimodal Models through Meme-Based Social Abuse
  55. LORE++: Logical Location Regression Network for Table Structure Recognition with Pre-training
  56. Exploring the Frontiers of LLMs in Psychological Applications: A Comprehensive Review
  57. Answering from Sure to Uncertain: Uncertainty-Aware Curriculum Learning for Video Question Answering
  58. AIRI: Predicting Retention Indices and their Uncertainties using Artificial Intelligence
  59. Sports-QA: A Large-Scale Video Question Answering Benchmark for Complex and Professional Sports
  60. Pontryagin Neural Operator for Solving Parametric General-Sum Differential Games
  61. Utilizing Neural Transducers for Two-Stage Text-to-Speech via Semantic Token Prediction
  62. From Pixel to Slide image: Polarization Modality-based Pathological Diagnosis Using Representation Learning
  63. A Two-Stage Multimodal Emotion Recognition Model Based on Graph Contrastive Learning
  64. Free Lunch for Federated Remote Sensing Target Fine-Grained Classification: A Parameter-Efficient Framework
  65. The Neuron as a Direct Data-Driven Controller
  66. Natural Language Processing and Multimodal Stock Price Prediction
  67. Uncertainty Regularized Evidential Regression
  68. Incorporating Geo-Diverse Knowledge into Prompting for Increased Geographical Robustness in Object Recognition
  69. Kernel-U-Net: Multivariate Time Series Forecasting using Custom Kernels
  70. Studying and Recommending Information Highlighting in Stack Overflow Answers
  71. TPC-ViT: Token Propagation Controller for Efficient Vision Transformer