mlsanityData to 14 Oct 2026

Papers

New on arXiv

Tue 14 Nov 2023

265 papers

  1. UFOGen: You Forward Once Large Scale Text-to-Image Generation via Diffusion GANsDiffusion models → Image generation, text-to-image and editing
  2. Comparing Humans, GPT-4, and GPT-4V On Abstraction and Reasoning TasksLLM reasoning → Multimodal reasoning
  3. AART: AI-Assisted Red-Teaming with Diverse Data Generation for New LLM-powered ApplicationsLLM safety and security → Prompt injection and agent security
  4. Adversarial Imitation Learning On Aggregated DataOffline RL and imitation learning from data → Inverse reinforcement learning
  5. MAgIC: Investigation of Large Language Model Powered Multi-Agent in Cognition, Adaptability, Rationality and CollaborationLLM agents and tool use → Reinforcement learning for LLM agents
  6. DeepThought: An Architecture for Autonomous Self-motivated SystemsLLM reasoning → Reasoning benchmarks and evaluation
  7. LLMs cannot find reasoning errors, but can correct them given the error locationLLM reasoning → Test-time compute and efficient thinking
  8. Semi-Structured Chain-of-Thought: Integrating Multiple Sources of Knowledge for Improved Language Model ReasoningLLM reasoning → Prompting and chain-of-thought reasoning
  9. Alignment is not sufficient to prevent large language models from generating harmful information: A psychoanalytic perspectiveLLM alignment / RLHF / preference optimisation → Human values and AI feedback alignment +1
  10. UNcommonsense Reasoning: Abductive Reasoning about Uncommon SituationsLLM reasoning → Reasoning benchmarks and evaluation
  11. Predicting Text Preference Via Structured Comparative ReasoningLLM reasoning → Reasoning benchmarks and evaluation
  12. Aligning Large Language Models with Human Opinions through Persona Selection and Value--Belief--Norm ReasoningLLM reasoning → Reasoning benchmarks and evaluation +1
  13. Offline Data Enhanced On-Policy Policy Gradient with Provable GuaranteesOffline RL and imitation learning from data → Offline RL algorithms
  14. Direct Preference Optimization for Neural Machine Translation with Minimum Bayes Risk DecodingLLM alignment / RLHF / preference optimisation → LLM preference optimization methods
  15. Learning to Filter Context for Retrieval-Augmented GenerationRetrieval-augmented generation → RAG robustness and adaptive retrieval
  16. Mustango: Toward Controllable Text-to-Music GenerationDiffusion models → Audio, speech and music
  17. Generative De-Quantization for Neural Speech Codec via Latent DiffusionDiffusion models → Audio, speech and music
  18. A Wolf in Sheep's Clothing: Generalized Nested Jailbreak Prompts can Fool Large Language Models EasilyLLM safety and security → Jailbreaking
  19. Fast Chain-of-Thought: A Glance of Future from Parallel Decoding Leads to Answers FasterLLM reasoning → Test-time compute and efficient thinking +1
  20. REST: Retrieval-Based Speculative DecodingEfficient LLM inference and serving → Speculative decoding
  21. Unlock the Power: Competitive Distillation for Multi-Modal Large Language ModelsMultimodal LLMs / vision-language models → MLLM training and visual instruction tuning +1
  22. Human-Centric Autonomous Systems With LLMs for User Command ReasoningLLM reasoning → Chain-of-thought reasoning for driving
  23. Diffusion-based generation of Histopathological Whole Slide Images at a Gigapixel scaleDiffusion models → Medical imaging and segmentation
  24. Self-Evolved Diverse Data Sampling for Efficient Instruction TuningSynthetic data and self-improvement for LLMs → Code and instruction data synthesis
  25. Vision-Language Instruction Tuning: A Review and AnalysisMultimodal LLMs / vision-language models → MLLM training and visual instruction tuning
  26. MechAgents: Large language model multi-agent collaborations can solve mechanics problems, generate new data, and integrate knowledgeLLM agents and tool use → Multimodal and embodied agents
  27. Just Ask One More Time! Self-Agreement Improves Reasoning of Language Models in (Almost) All ScenariosLLM reasoning → Test-time compute and efficient thinking
  28. Towards Reasoning in Large Language Models via Multi-Agent Peer Review CollaborationLLM reasoning → Reasoning for agents, planning and code +1
  29. PPAD: Iterative Interactions of Prediction and Planning for End-to-end Autonomous DrivingEnd-to-end autonomous driving → Imitation-learning end-to-end planners
  30. Empowering Multi-step Reasoning across Languages via Tree-of-ThoughtsLLM reasoning → Reasoning benchmarks and evaluation
  31. Solving ARC visual analogies with neural embeddings and vector arithmetic: A generalized methodLLM reasoning → Multimodal reasoning
  32. Adversarial Preference Optimization: Enhancing Your Alignment via RM-LLM GameLLM alignment / RLHF / preference optimisation → LLM preference optimization methods
  33. Improving the Robustness of Distantly-Supervised Named Entity Recognition via Uncertainty-Aware Teacher Learning and Student-Student Collaborative LearningKnowledge distillation → Knowledge distillation for LLMs
  34. A Closer Look at the Self-Verification Abilities of Large Language Models in Logical ReasoningLLM reasoning → Reasoning benchmarks and evaluation
  35. First-Step Advantage: Importance of Starting Right in Multi-Step Math ReasoningLLM reasoning → Mathematical reasoning
  36. Brain-Driven Representation Learning Based on Diffusion ModelDiffusion models → Medical imaging and segmentation
  37. Bayesian Conditional Diffusion Models for Versatile Spatiotemporal Turbulence GenerationDiffusion models → Flow matching, time series and science
  38. One-2-3-45++: Fast Single Image to 3D Objects with Consistent Multi-View Generation and 3D DiffusionDiffusion models → 3D, point cloud and scene generation
  39. GPT-4V(ision) Unsuitable for Clinical Care and Education: A Clinician-Evaluated Assessment
  40. Partial Coherence for Object Recognition and Depth Sensing
  41. Execution time budget assignment for mixed criticality systems
  42. An Improved Anomaly Detection Model for Automated Inspection of Power Line Insulators
  43. Joint Alignment of Multivariate Quasi-Periodic Functional Data Using Deep Learning
  44. Fairness-Driven Optimization of RIS-Augmented 5G Networks for Seamless 3D UAV Connectivity Using DRL Algorithms
  45. A Quality-of-Service Compliance System using Federated Learning and Optimistic Rollups
  46. Secure Transformer Inference Protocol
  47. Unrolling Virtual Worlds for Immersive Experiences
  48. Moving Sampling Physics-informed Neural Networks induced by Moving Mesh PDE
  49. Large Language Model-Driven Classroom Flipping: Empowering Student-Centric Peer Questioning with Flipped Interaction
  50. Non-Parametric Memory Guidance for Multi-Document Summarization
  51. Reading Between the Mud: A Challenging Motorcycle Racer Number Dataset
  52. Artificial intelligence and the skill premium
  53. The Perception-Robustness Tradeoff in Deterministic Image Restoration
  54. In the Red(dit): Social Media and Stock Prices
  55. A Simple and Powerful Framework for Stable Dynamic Network Embedding
  56. Smart Home Goal Feature Model -- A guide to support Smart Homes for Ageing in Place
  57. DA3: A Distribution-Aware Adversarial Attack against Language Models
  58. Are You Sure? Challenging LLMs Leads to Performance Drops in The FlipFlop Experiment
  59. Variational Temporal IRT: Fast, Accurate, and Explainable Inference of Dynamic Learner Proficiency
  60. Summarization-Based Document IDs for Generative Retrieval with Language Models
  61. PEMA: An Offsite-Tunable Plug-in External Memory Adaptation for Language Models
  62. CodeScope: An Execution-based Multilingual Multitask Multidimensional Benchmark for Evaluating LLMs on Code Understanding and Generation
  63. Unsupervised segmentation of irradiationunicodex2010induced orderunicodex2010disorder phase transitions in electron microscopy
  64. Asking More Informative Questions for Grounded Retrieval
  65. Drivable 3D Gaussian Avatars
  66. Graph-Induced Syntactic-Semantic Spaces in Transformer-Based Variational AutoEncoders
  67. Finding AI-Generated Faces in the Wild
  68. Towards Evaluating AI Systems for Moral Status Using Self-Reports
  69. Low-Rank Adaptation for Multilingual Summarization: An Empirical Study
  70. Uncertainty Quantification in Neural-Network Based Pain Intensity Estimation
  71. Recursive random binning to detect and display pairwise dependence
  72. Probabilistic reconstruction of Dark Matter fields from biased tracers using diffusion models
  73. Low-light Pedestrian Detection in Visible and Infrared Image Feeds: Issues and Challenges
  74. UT5: Pretraining Non autoregressive T5 with unrolled denoising
  75. Manifold learning in Wasserstein space
  76. Topology of surface electromyogram signals: hand gesture decoding on Riemannian manifolds
  77. Efficient Continual Pre-training for Building Domain Specific Large Language Models
  78. 2D-RC: Two-Dimensional Neural Network Approach for OTFS Symbol Detection
  79. Physical Adversarial Examples for Multi-Camera Systems
  80. Extending Multilingual Machine Translation through Imitation Learning
  81. Low-Frequency Load Identification using CNN-BiLSTM Attention Mechanism
  82. Natural Language Processing for Financial Regulation
  83. SceneScore: Learning a Cost Function for Object Arrangement
  84. GLiNER: Generalist Model for Named Entity Recognition using Bidirectional Transformer
  85. Efficient Rotation Invariance in Deep Neural Networks through Artificial Mental Rotation
  86. Cross-dataset domain adaptation for the classification COVID-19 using chest computed tomography images
  87. CoRE-CoG: Conversational Recommendation of Entities using Constrained Generation
  88. On semi-supervised estimation using exponential tilt mixture models
  89. MADG: Margin-based Adversarial Learning for Domain Generalization
  90. Variational Quantum Eigensolver with Constraints (VQEC): Solving Constrained Optimization Problems via VQE
  91. Performance of Machine Learning Classification in Sonomammogram Images using BI-RADS
  92. MUDD: A New Re-Identification Dataset with Efficient Annotation for Off-Road Racers in Extreme Conditions
  93. Functionality learning through specification instructions
  94. Leveraging Foundation Models to Improve Lightweight Clients in Federated Learning
  95. Selecting Shots for Demographic Fairness in Few-Shot Learning with Large Language Models
  96. Surrogate Modeling for Computationally Expensive Simulations of Supernovae in High-Resolution Galaxy Simulations
  97. Mean-field variational inference with the TAP free energy: Geometric and statistical properties in linear models
  98. A Unified Approach for Comprehensive Analysis of Various Spectral and Tissue Doppler Echocardiography
  99. LocaliseBot: Multi-view 3D object localisation with differentiable rendering for robot grasping
  100. Uplift Modeling based on Graph Neural Network Combined with Causal Knowledge
All 265
  1. Clinical Characteristics and Laboratory Biomarkers in ICU-admitted Septic Patients with and without Bacteremia
  2. Rankitect: Ranking Architecture Search Battling World-class Engineers at Meta Scale
  3. Purpose in the Machine: Do Traffic Simulators Produce Distributionally Equivalent Outcomes for Reinforcement Learning Applications?
  4. Instant3D: Instant Text-to-3D Generation
  5. Retrieve and Copy: Scaling ASR Personalization to Large Catalogs
  6. Fine-tuning Language Models for Factuality
  7. Towards Open-Ended Visual Recognition with Large Language Model
  8. Are Large Language Models Temporally Grounded?
  9. Zero-shot audio captioning with audio-language model guidance and audio context keywords
  10. MVSA-Net: Multi-View State-Action Recognition for Robust and Deployable Trajectory Generation
  11. A Material Lens on Coloniality in NLP
  12. PSST: A Benchmark for Evaluation-driven Text Public-Speaking Style Transfer
  13. Scheming AIs: Will AIs fake alignment during training in order to get power?
  14. Ensemble sampling for linear bandits: small ensembles suffice
  15. A Ship of Theseus: Curious Cases of Paraphrasing in LLM-Generated Texts
  16. USLR: an open-source tool for unbiased and smooth longitudinal registration of brain MR
  17. SimpleSafetyTests: a Test Suite for Identifying Critical Safety Risks in Large Language Models
  18. How You Prompt Matters! Even Task-Oriented Constraints in Instructions Affect LLM-Generated Text Detection
  19. Plum: Prompt Learning using Metaheuristic
  20. Transformers can optimally learn regression mixture models
  21. The Transient Nature of Emergent In-Context Learning in Transformers
  22. Rotation-Agnostic Image Representation Learning for Digital Pathology
  23. Sparsity-Preserving Differentially Private Training of Large Embedding Models
  24. AI-generated text boundary detection with RoFT
  25. MC2: Towards Transparent and Culturally-Aware NLP for Minority Languages in China
  26. Causal Message Passing for Experiments with Unknown and General Network Interference
  27. Exploring Variational Auto-Encoder Architectures, Configurations, and Datasets for Generative Music Explainable AI
  28. KTRL+F: Knowledge-Augmented In-Document Search
  29. Anti-LM Decoding for Zero-shot In-context Machine Translation
  30. The taste of IPA: Towards open-vocabulary keyword spotting and forced alignment in any language
  31. Convolutional Neural Networks Exploiting Attributes of Biological Neurons
  32. Introducing an Improved Information-Theoretic Measure of Predictive Uncertainty
  33. The Heat is On: Thermal Facial Landmark Tracking
  34. On-the-Fly Fusion of Large Language Models and Machine Translation
  35. Extrinsically-Focused Evaluation of Omissions in Medical Summarization
  36. Workflow-Guided Response Generation for Task-Oriented Dialogue
  37. VERVE: Template-based ReflectiVE Rewriting for MotiVational IntErviewing
  38. A Survey of Confidence Estimation and Calibration in Large Language Models
  39. On-Policy Policy Gradient Reinforcement Learning Without On-Policy Sampling
  40. How Well Do Large Language Models Understand Syntax? An Evaluation by Asking Natural Language Questions
  41. Level Set KSVD
  42. ARTEMIS: Using GANs with Multiple Discriminators to Generate Art
  43. Examining Modularity in Multilingual LMs via Language-Specialized Subnetworks
  44. Mixed Attention Network for Cross-domain Sequential Recommendation
  45. Mobility-Induced Graph Learning for WiFi Positioning
  46. Defining the boundaries: challenges and advances in identifying cells in microscopy images
  47. On The Relationship Between Universal Adversarial Attacks And Sparse Representations
  48. On Using Distribution-Based Compositionality Assessment to Evaluate Compositional Generalisation in Machine Translation
  49. TENT: Connect Language Models with IoT Sensors for Zero-Shot Activity Recognition
  50. Investigating the Encoding of Words in BERT's Neurons using Feature Textualization
  51. Learning Physics-Inspired Regularization for Medical Image Registration with Hypernetworks
  52. MeLo: Low-rank Adaptation is Better than Fine-tuning for Medical Image Diagnosis
  53. Counterfactual Explanation for Regression via Disentanglement in Latent Space
  54. Uni-COAL: A Unified Framework for Cross-Modality Synthesis and Super-Resolution of MR Images
  55. Improving Image Captioning via Predicting Structured Concepts
  56. Eval-GCSC: A New Metric for Evaluating ChatGPT's Performance in Chinese Spelling Correction
  57. Peer is Your Pillar: A Data-unbalanced Conditional GANs for Few-shot Image Generation
  58. Frequentist Guarantees of Distributed (Non)-Bayesian Inference
  59. Federated Skewed Label Learning with Logits Fusion
  60. Automated Fact-Checking in Dialogue: Are Specialized Models Needed?
  61. GEC-DePenD: Non-Autoregressive Grammatical Error Correction with Decoupled Permutation and Decoding
  62. SAMIHS: Adaptation of Segment Anything Model for Intracranial Hemorrhage Segmentation
  63. All Data on the Table: Novel Dataset and Benchmark for Cross-Modality Scientific Information Extraction
  64. Semi-Supervised Learning via Swapped Prediction for Communication Signal Recognition
  65. A deformation-based morphometry framework for disentangling Alzheimer's disease from normal aging using learned normal aging templates
  66. Neural Lattice Reduction: A Self-Supervised Geometric Deep Learning Approach
  67. Time-Uniform Confidence Spheres for Means of Random Vectors
  68. DynamicSurf: Dynamic Neural RGB-D Surface Reconstruction with an Optimizable Feature Grid
  69. When Mining Electric Locomotives Meet Reinforcement Learning
  70. Rethink Cross-Modal Fusion in Weakly-Supervised Audio-Visual Video Parsing
  71. The Hyperdimensional Transform for Distributional Modelling, Regression and Classification
  72. Modeling Complex Disease Trajectories using Deep Generative Models with Semi-Supervised Latent Processes
  73. Cattle Identification Using Muzzle Images and Deep Learning Techniques
  74. RECALL: A Benchmark for LLMs Robustness against External Counterfactual Knowledge
  75. Sinkhorn Transformations for Single-Query Postprocessing in Text-Video Retrieval
  76. GMTR: Graph Matching Transformers
  77. Investigating Statistical Inference and Covariate Effects in Shallow Neural Networks
  78. Learning based Deep Disentangling Light Field Reconstruction and Disparity Estimation Application
  79. Lite it fly: An All-Deformable-Butterfly Network
  80. Memory-efficient Stochastic methods for Memory-based Transformers
  81. Caring Trouble and Musical AI: Considerations towards a Feminist Musical AI
  82. Evaluating Neighbor Explainability for Graph Neural Networks
  83. Insights into Classifying and Mitigating LLMs' Hallucinations
  84. Understanding learning from EEG data: Combining machine learning and feature engineering based on hidden Markov models and mixed models
  85. Improving Hateful Meme Detection through Retrieval-Guided Contrastive Learning
  86. SAIE Framework: Support Alone Isn't Enough -- Advancing LLM Training with Adversarial Remarks
  87. Carpe Diem: On the Evaluation of World Knowledge in Lifelong Language Models
  88. DiLoCo: Distributed Low-Communication Training of Language Models
  89. Reimagining Speech: A Scoping Review of Deep Learning-Powered Voice Conversion
  90. Exploring Semi-supervised Hierarchical Stacked Encoder for Legal Judgement Prediction
  91. SkelVIT: Consensus of Vision Transformers for a Lightweight Skeleton-Based Action Recognition System
  92. Spot: A Natural Language Interface for Geospatial Searches in OSM
  93. Improving In-context Learning of Multilingual Generative Language Models with Cross-lingual Alignment
  94. CPSOR-GCN: A Vehicle Trajectory Prediction Method Powered by Emotion and Cognitive Theory
  95. Evolutionary-enhanced quantum supervised learning model
  96. Identifying Light-curve Signals with a Deep Learning Based Object Detection Algorithm. II. A General Light Curve Classification Framework
  97. Zero-Shot Segmentation of Eye Features Using the Segment Anything Model (SAM)
  98. GlanceSeg: Real-time microaneurysm lesion segmentation with gaze-map-guided foundation model for early detection of diabetic retinopathy
  99. FS-Net: Full Scale Network and Adaptive Threshold for Improving Extraction of Micro-Retinal Vessel Structures
  100. Data and models for stance and premise detection in COVID-19 tweets: insights from the Social Media Mining for Health (SMM4H) 2022 shared task
  101. Batch Selection and Communication for Active Learning with Edge Labeling
  102. Chat-UniVi: Unified Visual Representation Empowers Large Language Models with Image and Video Understanding
  103. Contrastive Learning for Multi-Object Tracking with Transformers
  104. Data-driven building energy efficiency prediction using physics-informed neural networks
  105. ELF: An End-to-end Local and Global Multimodal Fusion Framework for Glaucoma Grading
  106. MD-IQA: Learning Multi-scale Distributed Image Quality Assessment with Semi Supervised Learning for Low Dose CT
  107. Two-Stage Predict+Optimize for Mixed Integer Linear Programs with Unknown Parameters in Constraints
  108. Velocity-Based Channel Charting with Spatial Distribution Map Matching
  109. CP-SLAM: Collaborative Neural Point-based SLAM System
  110. Forgetting before Learning: Utilizing Parametric Arithmetic for Knowledge Updating in Large Language Models
  111. Velocity Disambiguation for Video Frame Interpolation
  112. Iterative missing value imputation based on feature importance
  113. TempTabQA: Temporal Question Answering for Semi-Structured Tables
  114. A Comparative Analysis of the COVID-19 Infodemic in English and Chinese: Insights from Social Media Textual Data
  115. LiPar: A Lightweight Parallel Learning Model for Practical In-Vehicle Network Intrusion Detection
  116. How Well Do Text Embedding Models Understand Syntax?
  117. Explicit Change Relation Learning for Change Detection in VHR Remote Sensing Images
  118. Probable Object Location (POLo) Score Estimation for Efficient Object Goal Navigation
  119. Unifying the Perspectives of NLP and Software Engineering: A Survey on Language Models for Code
  120. Benchmarking Individual Tree Mapping with Sub-meter Imagery
  121. AfroBench: How Good are Large Language Models on African Languages?
  122. Distilling the Unknown to Unveil Certainty
  123. Comparison of two data fusion approaches for land use classification
  124. Higher-Order Expander Graph Propagation
  125. The ART of LLM Refinement: Ask, Refine, and Trust
  126. Language Models are Better Bug Detector Through Code-Pair Classification
  127. Robust Learning Based Condition Diagnosis Method for Distribution Network Switchgear
  128. Deep Learning-Based Object Detection in Maritime Unmanned Aerial Vehicle Imagery: Review and Experimental Comparisons
  129. A Fast and Simple Algorithm for computing the MLE of Amplitude Density Function Parameters
  130. Finding Inductive Loop Invariants using Large Language Models
  131. The Impact of Adversarial Node Placement in Decentralized Federated Learning Networks
  132. Non-autoregressive Machine Translation with Probabilistic Context-free Grammar
  133. Discretized Distributed Optimization over Dynamic Digraphs
  134. It's All Relative! -- A Synthetic Query Generation Approach for Improving Zero-Shot Relevance Prediction
  135. Variational Graph Autoencoder for Heterogeneous Information Networks with Missing and Inaccurate Attributes
  136. Towards Improving Robustness Against Common Corruptions in Object Detectors Using Adversarial Contrastive Learning
  137. Qwen-Audio: Advancing Universal Audio Understanding via Unified Large-Scale Audio-Language Models
  138. Automated title and abstract screening for scoping reviews using the GPT-4 Large Language Model
  139. Can Knowledge Graphs Reduce Hallucinations in LLMs? : A Survey
  140. Detection of Small Targets in Sea Clutter Based on RepVGG and Continuous Wavelet Transform
  141. Instruction-Following Evaluation for Large Language Models
  142. CPopQA: Ranking Cultural Concept Popularity by LLMs
  143. RoboSense At Edge: Detecting Slip, Crumple and Shape of the Object in Robotic Hand for Teleoprations
  144. Fair Abstractive Summarization of Diverse Perspectives
  145. VegaEdge: Edge AI Confluence Anomaly Detection for Real-Time Highway IoT-Applications
  146. Toxicity Detection is NOT all you Need: Measuring the Gaps to Supporting Volunteer Content Moderators
  147. Test-Time Training for Semantic Segmentation with Output Contrastive Loss
  148. Learning Adversarial Low-rank Markov Decision Processes with Unknown Transition and Full-information Feedback
  149. Dual-channel Prototype Network for few-shot Classification of Pathological Images
  150. AutoML for Large Capacity Modeling of Meta's Ranking Systems
  151. Multi-Signal Reconstruction Using Masked Autoencoder From EEG During Polysomnography
  152. Mixture of Coupled HMMs for Robust Modeling of Multivariate Healthcare Time Series
  153. Probing clustering in neural network representations
  154. Overview of the TREC 2023 Product Product Search Track
  155. Learning Mutually Informed Representations for Characters and Subwords
  156. Bring Your Own KG: Self-Supervised Program Synthesis for Zero-Shot KGQA
  157. PEMS: Pre-trained Epidemic Time-series Models
  158. Enabling Decision-Support Systems through Automated Cell Tower Detection
  159. LLatrieval: LLM-Verified Retrieval for Verifiable Generation
  160. Toward Efficient and Incremental Spectral Clustering via Parametric Spectral Clustering
  161. A Central Motor System Inspired Pre-training Reinforcement Learning for Robotic Control
  162. Statistical Parameterized Physics-Based Machine Learning Digital Twin Models for Laser Powder Bed Fusion Process
  163. On the Analysis of Cross-Lingual Prompt Tuning for Decoder-based Multilingual Model
  164. Leveraging Large Language Models to Detect Influence Campaigns in Social Media
  165. Cooperative AI via Decentralized Commitment Devices