Papers with Code 아카이브
Logical Reasoning
태스크의 하위 분류와 논문·코드·평가·기법·데이터셋을 탐색하세요.
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논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
Vision-based Perception for Autonomous Vehicles in Obstacle Avoidance Scenarios
CogDDN: A Cognitive Demand-Driven Navigation with Decision Optimization and Dual-Process Thinking
Privacy-Preserving Multi-Stage Fall Detection Framework with Semi-supervised Federated Learning and Robotic Vision Confirmation
Automating MD simulations for Proteins using Large language Models: NAMD-Agent
Graph Learning
FEVO: Financial Knowledge Expansion and Reasoning Evolution for Large Language Models
Visual Hand Gesture Recognition with Deep Learning: A Comprehensive Review of Methods, Datasets, Challenges and Future Research Directions
STRUCTSENSE: A Task-Agnostic Agentic Framework for Structured Information Extraction with Human-In-The-Loop Evaluation and Benchmarking
AI Research Agents for Machine Learning: Search, Exploration, and Generalization in MLE-bench
Out-of-distribution detection in 3D applications: a review
MiCo: Multi-image Contrast for Reinforcement Visual Reasoning
Assessing an evolutionary search engine for small language models, prompts, and evaluation metrics
The Decrypto Benchmark for Multi-Agent Reasoning and Theory of Mind
Decide less, communicate more: On the construct validity of end-to-end fact-checking in medicine
Explaining deep neural network models for electricity price forecasting with XAI
TRIZ Agents: A Multi-Agent LLM Approach for TRIZ-Based Innovation
Two Sonification Methods for the MindCube
Hunyuan-GameCraft: High-dynamic Interactive Game Video Generation with Hybrid History Condition
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning
TrajSceneLLM: A Multimodal Perspective on Semantic GPS Trajectory Analysis
StorySage: Conversational Autobiography Writing Powered by a Multi-Agent Framework
Discrete JEPA: Learning Discrete Token Representations without Reconstruction
Inverse design of the transmission matrix in a random system using Reinforcement Learning
Open-Set LiDAR Panoptic Segmentation Guided by Uncertainty-Aware Learning
Investigating the interaction of linguistic and mathematical reasoning in language models using multilingual number puzzles
CAPO: Reinforcing Consistent Reasoning in Medical Decision-Making
SoundMind: RL-Incentivized Logic Reasoning for Audio-Language Models
Feeling Machines: Ethics, Culture, and the Rise of Emotional AI
Agent-RLVR: Training Software Engineering Agents via Guidance and Environment Rewards
From Emergence to Control: Probing and Modulating Self-Reflection in Language Models
Motion-R1: Chain-of-Thought Reasoning and Reinforcement Learning for Human Motion Generation
TeleMath: A Benchmark for Large Language Models in Telecom Mathematical Problem Solving
Build the web for agents, not agents for the web
Fluoroscopic Shape and Pose Tracking of Catheters with Custom Radiopaque Markers
The Sample Complexity of Online Strategic Decision Making with Information Asymmetry and Knowledge Transportability
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