mlsanityData to 14 Oct 2026

Papers

New on arXiv

Mon 7 Aug 2023

229 papers

  1. Simple synthetic data reduces sycophancy in large language modelsSynthetic data and self-improvement for LLMs → LLM synthetic data generation
  2. TIJO: Trigger Inversion with Joint Optimization for Defending Multimodal Backdoored ModelsLLM safety and security → Backdoor and data poisoning attacks
  3. Exploiting Generalization in Offline Reinforcement Learning via Unseen State AugmentationsOffline RL and imitation learning from data → Offline RL algorithms
  4. "Do Anything Now": Characterizing and Evaluating In-The-Wild Jailbreak Prompts on Large Language ModelsLLM safety and security → Jailbreaking
  5. The Copycat Perceptron: Smashing Barriers Through Collective LearningKnowledge distillation → General knowledge distillation methods
  6. TinyLVLM-eHub: Towards Comprehensive and Efficient Evaluation for Large Vision-Language ModelsMultimodal LLMs / vision-language models → MLLM training and visual instruction tuning
  7. Efficient Temporal Sentence Grounding in Videos with Multi-Teacher Knowledge DistillationKnowledge distillation → Multimodal distillation
  8. AgentBench: Evaluating LLMs as AgentsLLM agents and tool use → General LLM agent frameworks and benchmarks
  9. Nearly d-Linear Convergence Bounds for Diffusion Models via Stochastic LocalizationDiffusion models → Diffusion foundations and sampling
  10. Learning Concise and Descriptive Attributes for Visual RecognitionMultimodal LLMs / vision-language models → Prompt learning and adaptation of CLIP
  11. Diffusion Model in Causal Inference with Unmeasured ConfoundersDiffusion models → Diffusion foundations and sampling +1
  12. Zhongjing: Enhancing the Chinese Medical Capabilities of Large Language Model through Expert Feedback and Real-world Multi-turn DialogueLLM alignment / RLHF / preference optimisation → Medical LLM alignment
  13. AlphaStar Unplugged: Large-Scale Offline Reinforcement LearningOffline RL and imitation learning from data → Offline RL algorithms
  14. COPA: Efficient Vision-Language Pre-training Through Collaborative Object- and Patch-Text AlignmentMultimodal LLMs / vision-language models → VLM benchmarks and visual reasoning
  15. DiffSynth: Latent In-Iteration Deflickering for Realistic Video SynthesisDiffusion models → Video generation
  16. TPTU: Large Language Model-based AI Agents for Task Planning and Tool UsageLLM agents and tool use → General LLM agent frameworks and benchmarks
  17. Coupling Symbolic Reasoning with Language Modeling for Efficient Longitudinal Understanding of Unstructured Electronic Medical RecordsLLM reasoning → Clinical and biomedical applications
  18. Energy-Guided Diffusion Model for CBCT-to-CT SynthesisDiffusion models → Medical imaging and segmentation
  19. Adapter-based Selective Knowledge Distillation for Federated Multi-domain Meeting SummarizationKnowledge distillation → Federated, robust and private distillation
  20. Extension of Transformational Machine Learning: Classification Problems
  21. CIRO: COVID-19 infection risk ontology
  22. A Meta-learning based Stacked Regression Approach for Customer Lifetime Value Prediction
  23. AI Text-to-Behavior: A Study In Steerability
  24. MSLE: An ontology for Materials Science Laboratory Equipment. Large-Scale Devices for Materials Characterization
  25. Redesigning Out-of-Distribution Detection on 3D Medical Images
  26. Knowledge Distilled Ensemble Model for sEMG-based Silent Speech Interface
  27. A machine-learning sleep-wake classification model using a reduced number of features derived from photoplethysmography and activity signals
  28. Explicifying Neural Implicit Fields for Efficient Dynamic Human Avatar Modeling via a Neural Explicit Surface
  29. The Compatibility between the Pangu Weather Forecasting Model and Meteorological Operational Data
  30. MCTS guided Genetic Algorithm for optimization of neural network weights
  31. Stock Market Price Prediction: A Hybrid LSTM and Sequential Self-Attention based Approach
  32. Amortized Global Search for Efficient Preliminary Trajectory Design with Deep Generative Models
  33. Fixed Inter-Neuron Covariability Induces Adversarial Robustness
  34. PMU measurements based short-term voltage stability assessment of power systems via deep transfer learning
  35. Zero-shot Skeleton-based Action Recognition via Mutual Information Estimation and Maximization
  36. The Prospect of Enhancing Large-Scale Heterogeneous Federated Learning with Transformers
  37. GraPhSyM: Graph Physical Synthesis Model
  38. Deterministic Neural Illumination Mapping for Efficient Auto-White Balance Correction
  39. ALFA -- Leveraging All Levels of Feature Abstraction for Enhancing the Generalization of Histopathology Image Classification Across Unseen Hospitals
  40. Fact-Checking Generative AI: Ontology-Driven Biological Graphs for Disease-Gene Link Verification
  41. Optimizing the switching operation in monoclonal antibody production: Economic MPC and reinforcement learning
  42. Spellburst: A Node-based Interface for Exploratory Creative Coding with Natural Language Prompts
  43. Universal Automatic Phonetic Transcription into the International Phonetic Alphabet
  44. Predicting and explaining nonlinear material response using deep Physically Guided Neural Networks with Internal Variables
  45. ViLP: Knowledge Exploration using Vision, Language, and Pose Embeddings for Video Action Recognition
  46. Advancements In Crowd-Monitoring System: A Comprehensive Analysis of Systematic Approaches and Automation Algorithms: State-of-The-Art
  47. Intelligent Assistant Language Understanding On Device
  48. On genuine invariance learning without weight-tying
  49. FLIPS: Federated Learning using Intelligent Participant Selection
  50. Developability Approximation for Neural Implicits through Rank Minimization
  51. Scalable and Equitable Math Problem Solving Strategy Prediction in Big Educational Data
  52. A Cross-Domain Evaluation of Approaches for Causal Knowledge Extraction
  53. Generative Benchmark Creation for Table Union Search
  54. Guarding the Guardians: Automated Analysis of Online Child Sexual Abuse
  55. Evaluating and Explaining Large Language Models for Code Using Syntactic Structures
  56. Semantic Equivalence of e-Commerce Queries
  57. From Sky to the Ground: A Large-scale Benchmark and Simple Baseline Towards Real Rain Removal
  58. Trusting Language Models in Education
  59. DefCor-Net: Physics-Aware Ultrasound Deformation Correction
  60. Storyfier: Exploring Vocabulary Learning Support with Text Generation Models
  61. High-Throughput and Accurate 3D Scanning of Cattle Using Time-of-Flight Sensors and Deep Learning
  62. Mobile Supply: The Last Piece of Jigsaw of Recommender System
  63. Revisiting Prompt Engineering via Declarative Crowdsourcing
  64. CORAL: Expert-Curated medical Oncology Reports to Advance Language Model Inference
  65. Search Engine and Recommendation System for the Music Industry built with JinaAI
  66. Recurrent Multi-scale Transformer for High-Resolution Salient Object Detection
  67. Distributionally Robust Classification on a Data Budget
  68. XFlow: Benchmarking Flow Behaviors over Graphs
  69. A sparse coding approach to inverse problems with application to microwave tomography
  70. High-Resolution Cranial Defect Reconstruction by Iterative, Low-Resolution, Point Cloud Completion Transformers
  71. Noncompact uniform universal approximation
  72. Non-Convex Bilevel Optimization with Time-Varying Objective Functions
  73. AdaER: An Adaptive Experience Replay Approach for Continual Lifelong Learning
  74. 3D Motion Magnification: Visualizing Subtle Motions with Time Varying Radiance Fields
  75. FSD V2: Improving Fully Sparse 3D Object Detection with Virtual Voxels
  76. Mask Frozen-DETR: High Quality Instance Segmentation with One GPU
  77. Training BERT Models to Carry Over a Coding System Developed on One Corpus to Another
  78. A Cost Analysis of Generative Language Models and Influence Operations
  79. Randomized algorithms for precise measurement of differentially-private, personalized recommendations
  80. SurvBeX: An explanation method of the machine learning survival models based on the Beran estimator
  81. AdaptiveSAM: Towards Efficient Tuning of SAM for Surgical Scene Segmentation
  82. Dimensionality Reduction for Improving Out-of-Distribution Detection in Medical Image Segmentation
  83. SEM-GAT: Explainable Semantic Pose Estimation using Learned Graph Attention
  84. Nerve Block Target Localization and Needle Guidance for Autonomous Robotic Ultrasound Guided Regional Anesthesia
  85. Communication-Efficient Framework for Distributed Image Semantic Wireless Transmission
  86. Scaling may be all you need for achieving human-level object recognition capacity with human-like visual experience
  87. Prototype Learning for Out-of-Distribution Polyp Segmentation
  88. DeRisk: An Effective Deep Learning Framework for Credit Risk Prediction over Real-World Financial Data
  89. Video-based Person Re-identification with Long Short-Term Representation Learning
  90. Screen-based 3D Subjective Experiment Software
  91. Safe Multimodal Communication in Human-Robot Collaboration
  92. Almost-sure convergence of iterates and multipliers in stochastic sequential quadratic optimization
  93. SemOpenAlex: The Scientific Landscape in 26 Billion RDF Triples
  94. Improving FHB Screening in Wheat Breeding Using an Efficient Transformer Model
  95. Bridging Trustworthiness and Open-World Learning: An Exploratory Neural Approach for Enhancing Interpretability, Generalization, and Robustness
  96. QDax: A Library for Quality-Diversity and Population-based Algorithms with Hardware Acceleration
  97. Two-stage Early Prediction Framework of Remaining Useful Life for Lithium-ion Batteries
  98. Matrix Completion in Almost-Verification Time
  99. Detecting Spells in Fantasy Literature with a Transformer Based Artificial Intelligence
  100. Emotionally Numb or Empathetic? Evaluating How LLMs Feel Using EmotionBench
All 229
  1. FFF: Fragments-Guided Flexible Fitting for Building Complete Protein Structures
  2. WarpEM: Dynamic Time Warping for Accurate Catheter Registration in EM-guided Procedures
  3. Generative Forests
  4. KITLM: Domain-Specific Knowledge InTegration into Language Models for Question Answering
  5. Segmentation Framework for Heat Loss Identification in Thermal Images: Empowering Scottish Retrofitting and Thermographic Survey Companies
  6. MedMine: Examining Pre-trained Language Models on Medication Mining
  7. MOMA-Force: Visual-Force Imitation for Real-World Mobile Manipulation
  8. Exploring Visual Pre-training for Robot Manipulation: Datasets, Models and Methods
  9. Adaptive Semi-Supervised Segmentation of Brain Vessels with Ambiguous Labels
  10. AvatarVerse: High-quality & Stable 3D Avatar Creation from Text and Pose
  11. Recurrent Self-Supervised Video Denoising with Denser Receptive Field
  12. Negative Lexical Constraints in Neural Machine Translation
  13. Why We Don't Have AGI Yet
  14. FeatEnHancer: Enhancing Hierarchical Features for Object Detection and Beyond Under Low-Light Vision
  15. Feature Importance versus Feature Influence and What It Signifies for Explainable AI
  16. SSL-SoilNet: A Hybrid Transformer-based Framework with Self-Supervised Learning for Large-scale Soil Organic Carbon Prediction
  17. WIKITIDE: A Wikipedia-Based Timestamped Definition Pairs Dataset
  18. Towards Controllable Natural Language Inference through Lexical Inference Types
  19. Revealing the Underlying Patterns: Investigating Dataset Similarity, Performance, and Generalization
  20. Generalized Early Stopping in Evolutionary Direct Policy Search
  21. When Federated Learning meets Watermarking: A Comprehensive Overview of Techniques for Intellectual Property Protection
  22. Efficient Transfer Learning via Causal Bounds
  23. Partial identification of kernel based two sample tests with mismeasured data
  24. Topological Interpretations of GPT-3
  25. Mondrian: Prompt Abstraction Attack Against Large Language Models for Cheaper API Pricing
  26. A Transfer Learning Framework for Proactive Ramp Metering Performance Assessment
  27. On-ramp and Off-ramp Traffic Flows Estimation Based on A Data-driven Transfer Learning Framework
  28. Measuring Variety, Balance, and Disparity: An Analysis of Media Coverage of the 2021 German Federal Election
  29. Deep Feature Learning for Wireless Spectrum Data
  30. Feature Decoupling-Recycling Network for Fast Interactive Segmentation
  31. Exploring ChatGPT's Empathic Abilities
  32. Vocab-Expander: A System for Creating Domain-Specific Vocabularies Based on Word Embeddings
  33. Keyword Spotting Simplified: A Segmentation-Free Approach using Character Counting and CTC re-scoring
  34. Worker Activity Recognition in Manufacturing Line Using Near-body Electric Field
  35. A data-driven approach to predict decision point choice during normal and evacuation wayfinding in multi-story buildings
  36. Balanced Face Dataset: Guiding StyleGAN to Generate Labeled Synthetic Face Image Dataset for Underrepresented Group
  37. Learning Photometric Feature Transform for Free-form Object Scan
  38. No Length Left Behind: Enhancing Knowledge Tracing for Modeling Sequences of Excessive or Insufficient Lengths
  39. Improving Mass Detection in Mammography Images: A Study of Weakly Supervised Learning and Class Activation Map Methods
  40. Exploring the Physical World Adversarial Robustness of Vehicle Detection
  41. Improving the forecast accuracy of wind power by leveraging multiple hierarchical structure
  42. Deepfake Detection: A Comparative Analysis
  43. RoadScan: A Novel and Robust Transfer Learning Framework for Autonomous Pothole Detection in Roads
  44. Wide Gaps and Clustering Axioms
  45. Cross-Silo Prototypical Calibration for Federated Learning with Non-IID Data
  46. Intelligence-Endogenous Management Platform for Computing and Network Convergence
  47. Accurate Retraining-free Pruning for Pretrained Encoder-based Language Models
  48. Make Explicit Calibration Implicit: Calibrate Denoiser Instead of the Noise Model
  49. Biomedical Knowledge Graph Embeddings with Negative Statements
  50. Doubly Robust Estimator for Off-Policy Evaluation with Large Action Spaces
  51. RCMHA: Relative Convolutional Multi-Head Attention for Natural Language Modelling
  52. Boosting Chinese ASR Error Correction with Dynamic Error Scaling Mechanism
  53. Prompt Guided Copy Mechanism for Conversational Question Answering
  54. RecycleGPT: An Autoregressive Language Model with Recyclable Module
  55. PURL: Safe and Effective Sanitization of Link Decoration
  56. End-to-End Evaluation for Low-Latency Simultaneous Speech Translation
  57. GaFET: Learning Geometry-aware Facial Expression Translation from In-The-Wild Images
  58. A Horse with no Labels: Self-Supervised Horse Pose Estimation from Unlabelled Images and Synthetic Prior
  59. DiT: Efficient Vision Transformers with Dynamic Token Routing
  60. Spatially Varying Nanophotonic Neural Networks
  61. Applied metamodelling for ATM performance simulations
  62. Towards Machine Learning-based Fish Stock Assessment
  63. Enhancing Nucleus Segmentation with HARU-Net: A Hybrid Attention Based Residual U-Blocks Network
  64. Bilevel Generative Learning for Low-Light Vision
  65. Counterfactual Monotonic Knowledge Tracing for Assessing Students' Dynamic Mastery of Knowledge Concepts
  66. Robust Ordinal Regression for Subsets Comparisons with Interactions
  67. VR-based body tracking to stimulate musculoskeletal training
  68. Heterogeneous Forgetting Compensation for Class-Incremental Learning
  69. Variable importance for causal forests: breaking down the heterogeneity of treatment effects
  70. Improving Few-shot and Zero-shot Entity Linking with Coarse-to-Fine Lexicon-based Retriever
  71. Dual Aggregation Transformer for Image Super-Resolution
  72. A reading survey on adversarial machine learning: Adversarial attacks and their understanding
  73. Distortion-aware Transformer in 360deg Salient Object Detection
  74. RGMComm: Return Gap Minimization via Discrete Communications in Multi-Agent Reinforcement Learning
  75. SciGraphQA: A Large-Scale Synthetic Multi-Turn Question-Answering Dataset for Scientific Graphs
  76. Cooperative Colorization: Exploring Latent Cross-Domain Priors for NIR Image Spectrum Translation
  77. A Hybrid CNN-Transformer Architecture with Frequency Domain Contrastive Learning for Image Deraining
  78. Solving Falkner-Skan type equations via Legendre and Chebyshev Neural Blocks
  79. Heterogeneous Knowledge Fusion: A Novel Approach for Personalized Recommendation via LLM
  80. Improving Deep Attractor Network by BGRU and GMM for Speech Separation
  81. Expediting Neural Network Verification via Network Reduction
  82. Generative AI trial for nonviolent communication mediation
  83. Part-Aware Transformer for Generalizable Person Re-identification
  84. AFN: Adaptive Fusion Normalization via an Encoder-Decoder Framework
  85. Binary Federated Learning with Client-Level Differential Privacy
  86. HomOpt: A Homotopy-Based Hyperparameter Optimization Method
  87. Deep Q-Network for Stochastic Process Environments
  88. GPTScan: Detecting Logic Vulnerabilities in Smart Contracts by Combining GPT with Program Analysis
  89. Exploiting Code Symmetries for Learning Program Semantics
  90. CrossTalk: Intelligent Substrates for Language-Oriented Interaction in Video-Based Communication and Collaboration
  91. Implicit Graph Neural Diffusion Networks: Convergence, Generalization, and Over-Smoothing
  92. LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning
  93. What has ChatGPT read? The origins of archaeological citations used by a generative artificial intelligence application
  94. Do You Remember? Overcoming Catastrophic Forgetting for Fake Audio Detection
  95. Studying Large Language Model Generalization with Influence Functions
  96. DOMINO: Domain-invariant Hyperdimensional Classification for Multi-Sensor Time Series Data
  97. Dialogue Systems Can Generate Appropriate Responses without the Use of Question Marks? -- Investigation of the Effects of Question Marks on Dialogue Systems
  98. SynJax: Structured Probability Distributions for JAX
  99. FLIQS: One-Shot Mixed-Precision Floating-Point and Integer Quantization Search
  100. Multi-Label Self-Supervised Learning with Scene Images
  101. High-rate discretely-modulated continuous-variable quantum key distribution using quantum machine learning
  102. Environment-Invariant Curriculum Relation Learning for Fine-Grained Scene Graph Generation
  103. Towards General Text Embeddings with Multi-stage Contrastive Learning
  104. Mirror-NeRF: Learning Neural Radiance Fields for Mirrors with Whitted-Style Ray Tracing
  105. UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity Recognition
  106. From Ambiguity to Explicitness: NLP-Assisted 5G Specification Abstraction for Formal Analysis
  107. Spatialyze: A Geospatial Video Analytics System with Spatial-Aware Optimizations
  108. DSformer: A Double Sampling Transformer for Multivariate Time Series Long-term Prediction
  109. Feature-Suppressed Contrast for Self-Supervised Food Pre-training
  110. Local Structure-aware Graph Contrastive Representation Learning
  111. Simple Rule Injection for ComplEx Embeddings
  112. Redundancy-aware Transformer for Video Question Answering
  113. SeACo-Paraformer: A Non-Autoregressive ASR System with Flexible and Effective Hotword Customization Ability
  114. A Benchmark for Chinese-English Scene Text Image Super-resolution
  115. Exploring Different Time-series-Transformer (TST) Architectures: A Case Study in Battery Life Prediction for Electric Vehicles (EVs)
  116. Optimal Approximation and Learning Rates for Deep Convolutional Neural Networks
  117. APBench: A Unified Benchmark for Availability Poisoning Attacks and Defenses
  118. TempFuser: Learning Agile, Tactical, and Acrobatic Flight Maneuvers Using a Long Short-Term Temporal Fusion Transformer
  119. Learning a Graph Neural Network with Cross Modality Interaction for Image Fusion
  120. PaniniQA: Enhancing Patient Education Through Interactive Question Answering
  121. Analysis of Optical Loss and Crosstalk Noise in MZI-based Coherent Photonic Neural Networks
  122. Mind the Gap: Improving Success Rate of Vision-and-Language Navigation by Revisiting Oracle Success Routes
  123. Unsupervised Adversarial Detection without Extra Model: Training Loss Should Change
  124. Unsynchronized Decentralized Q-Learning: Two Timescale Analysis By Persistence
  125. G-Mix: A Generalized Mixup Learning Framework Towards Flat Minima
  126. Analysis of the Evolution of Advanced Transformer-Based Language Models: Experiments on Opinion Mining
  127. Automated Distractor and Feedback Generation for Math Multiple-choice Questions via In-context Learning
  128. Imbalanced Large Graph Learning Framework for FPGA Logic Elements Packing Prediction
  129. Tractability of approximation by general shallow networks