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Papers

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Showing 17501–17550 of 474278 papers

TitleStatusHype
Algebraic Machine Learning: Learning as computing an algebraic decomposition of a taskCode1
CLIP Under the Microscope: A Fine-Grained Analysis of Multi-Object RepresentationCode1
Shifting the Paradigm: A Diffeomorphism Between Time Series Data Manifolds for Achieving Shift-Invariancy in Deep LearningCode1
Your contrastive learning problem is secretly a distribution alignment problemCode1
Complex LLM Planning via Automated Heuristics DiscoveryCode1
HDEE: Heterogeneous Domain Expert EnsembleCode1
Know You First and Be You Better: Modeling Human-Like User Simulators via Implicit ProfilesCode1
FSPO: Few-Shot Preference Optimization of Synthetic Preference Data in LLMs Elicits Effective Personalization to Real UsersCode1
Exploring Graph Tasks with Pure LLMs: A Comprehensive Benchmark and InvestigationCode1
REALM-Bench: A Real-World Planning Benchmark for LLMs and Multi-Agent SystemsCode1
Sparklen: A Statistical Learning Toolkit for High-Dimensional Hawkes Processes in PythonCode1
Distilling Reinforcement Learning Algorithms for In-Context Model-Based PlanningCode1
Can Language Models Falsify? Evaluating Algorithmic Reasoning with Counterexample CreationCode1
SE(3)-Equivariant Ternary Complex Prediction Towards Target Protein DegradationCode1
Generalizable deep learning for photoplethysmography-based blood pressure estimation -- A Benchmarking StudyCode1
A Sliding Layer Merging Method for Efficient Depth-Wise Pruning in LLMsCode1
OS-Kairos: Adaptive Interaction for MLLM-Powered GUI AgentsCode1
Ev-3DOD: Pushing the Temporal Boundaries of 3D Object Detection with Event CamerasCode1
AKDT: Adaptive Kernel Dilation Transformer for Effective Image DenoisingCode1
TrajLLM: A Modular LLM-Enhanced Agent-Based Framework for Realistic Human Trajectory SimulationCode1
Does 3D Gaussian Splatting Need Accurate Volumetric Rendering?Code1
CAMEx: Curvature-aware Merging of ExpertsCode1
Can Large Language Models Detect Errors in Long Chain-of-Thought Reasoning?Code1
Poster: Long PHP webshell files detection based on sliding window attentionCode1
Evaluating Intelligence via Trial and ErrorCode1
EndoMamba: An Efficient Foundation Model for Endoscopic Videos via Hierarchical Pre-trainingCode1
Reward Shaping to Mitigate Reward Hacking in RLHFCode1
CodeIF: Benchmarking the Instruction-Following Capabilities of Large Language Models for Code GenerationCode1
Marking Code Without Breaking It: Code Watermarking for Detecting LLM-Generated CodeCode1
Starjob: Dataset for LLM-Driven Job Shop SchedulingCode1
UQABench: Evaluating User Embedding for Prompting LLMs in Personalized Question AnsweringCode1
CryptoPulse: Short-Term Cryptocurrency Forecasting with Dual-Prediction and Cross-Correlated Market IndicatorsCode1
VEM: Environment-Free Exploration for Training GUI Agent with Value Environment ModelCode1
FACT-AUDIT: An Adaptive Multi-Agent Framework for Dynamic Fact-Checking Evaluation of Large Language ModelsCode1
LLM Knows Geometry Better than Algebra: Numerical Understanding of LLM-Based Agents in A Trading ArenaCode1
Escaping The Big Data Paradigm in Self-Supervised Representation LearningCode1
Multi-Perspective Data Augmentation for Few-shot Object DetectionCode1
Task Graph Maximum Likelihood Estimation for Procedural Activity Understanding in Egocentric VideosCode1
Transfer Learning Assisted Fast Design Migration Over Technology Nodes: A Study on Transformer Matching NetworkCode1
Learning Structure-Supporting Dependencies via Keypoint Interactive Transformer for General Mammal Pose EstimationCode1
Unveiling the Key Factors for Distilling Chain-of-Thought ReasoningCode1
MM-PoisonRAG: Disrupting Multimodal RAG with Local and Global Poisoning AttacksCode1
Inverse Materials Design by Large Language Model-Assisted Generative FrameworkCode1
Can Multimodal LLMs Perform Time Series Anomaly Detection?Code1
Problem Solved? Information Extraction Design Space for Layout-Rich Documents using LLMsCode1
Steering Language Model to Stable Speech Emotion Recognition via Contextual Perception and Chain of ThoughtCode1
Towards Enhanced Immersion and Agency for LLM-based Interactive DramaCode1
MRBTP: Efficient Multi-Robot Behavior Tree Planning and CollaborationCode1
Training Consistency Models with Variational Noise CouplingCode1
Guiding not Forcing: Enhancing the Transferability of Jailbreaking Attacks on LLMs via Removing Superfluous ConstraintsCode1
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