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Showing 1–50 of 818 papers

TitleStatusHype
HRSeg: High-Resolution Visual Perception and Enhancement for Reasoning Segmentation—0
Comparing Apples to Oranges: A Dataset & Analysis of LLM Humour Understanding from Traditional Puns to Topical Jokes—0
KEN: Knowledge Augmentation and Emotion Guidance Network for Multimodal Fake News Detection—0
Video Event Reasoning and Prediction by Fusing World Knowledge from LLMs with Vision Foundation Models—0
DreamVLA: A Vision-Language-Action Model Dreamed with Comprehensive World KnowledgeCode3
A Semi-supervised Scalable Unified Framework for E-commerce Query Classification—0
From 2D to 3D Cognition: A Brief Survey of General World Models—0
MIRAGE: A Benchmark for Multimodal Information-Seeking and Reasoning in Agricultural Expert-Guided ConversationsCode0
Multi-Preference Lambda-weighted Listwise DPO for Dynamic Preference AlignmentCode0
ImpliRet: Benchmarking the Implicit Fact Retrieval ChallengeCode0
AutoVLA: A Vision-Language-Action Model for End-to-End Autonomous Driving with Adaptive Reasoning and Reinforcement Fine-TuningCode3
ConTextTab: A Semantics-Aware Tabular In-Context LearnerCode2
MMMG: A Massive, Multidisciplinary, Multi-Tier Generation Benchmark for Text-to-Image Reasoning—0
RoCA: Robust Cross-Domain End-to-End Autonomous Driving—0
Serendipitous Recommendation with Multimodal LLM—0
ReCogDrive: A Reinforced Cognitive Framework for End-to-End Autonomous Driving—0
Vid2Sim: Generalizable, Video-based Reconstruction of Appearance, Geometry and Physics for Mesh-free Simulation—0
Quantifying Cross-Modality Memorization in Vision-Language Models—0
TIIF-Bench: How Does Your T2I Model Follow Your Instructions?—0
From Words to Waves: Analyzing Concept Formation in Speech and Text-Based Foundation Models—0
Probing the Geometry of Truth: Consistency and Generalization of Truth Directions in LLMs Across Logical Transformations and Question Answering TasksCode0
Augment or Not? A Comparative Study of Pure and Augmented Large Language Model RecommendersCode0
SC-LoRA: Balancing Efficient Fine-tuning and Knowledge Preservation via Subspace-Constrained LoRA—0
MOVi: Training-free Text-conditioned Multi-Object Video Generation—0
Hierarchical Tree Search-based User Lifelong Behavior Modeling on Large Language Model—0
Improving Medical Reasoning with Curriculum-Aware Reinforcement Learning—0
DriveX: Omni Scene Modeling for Learning Generalizable World Knowledge in Autonomous Driving—0
Alchemist: Turning Public Text-to-Image Data into Generative Gold—0
GRE Suite: Geo-localization Inference via Fine-Tuned Vision-Language Models and Enhanced Reasoning ChainsCode1
Align Beyond Prompts: Evaluating World Knowledge Alignment in Text-to-Image GenerationCode0
Do BERT-Like Bidirectional Models Still Perform Better on Text Classification in the Era of LLMs?—0
DeepRec: Towards a Deep Dive Into the Item Space with Large Language Model Based Recommendation—0
O^2-Searcher: A Searching-based Agent Model for Open-Domain Open-Ended Question AnsweringCode1
TimeCausality: Evaluating the Causal Ability in Time Dimension for Vision Language ModelsCode0
Robo2VLM: Visual Question Answering from Large-Scale In-the-Wild Robot Manipulation Datasets—0
UniErase: Unlearning Token as a Universal Erasure Primitive for Language ModelsCode0
Table Foundation Models: on knowledge pre-training for tabular learning—0
Bidirectional LMs are Better Knowledge Memorizers? A Benchmark for Real-world Knowledge InjectionCode0
Benchmarking Spatiotemporal Reasoning in LLMs and Reasoning Models: Capabilities and ChallengesCode0
Who You Are Matters: Bridging Topics and Social Roles via LLM-Enhanced Logical Recommendation—0
LODGE: Joint Hierarchical Task Planning and Learning of Domain Models with Grounded Execution—0
LLM4CD: Leveraging Large Language Models for Open-World Knowledge Augmented Cognitive DiagnosisCode0
Enhancing Cache-Augmented Generation (CAG) with Adaptive Contextual Compression for Scalable Knowledge Integration—0
Advancing and Benchmarking Personalized Tool Invocation for LLMsCode0
Evaluating Contrastive Feedback for Effective User SimulationsCode0
WorldGenBench: A World-Knowledge-Integrated Benchmark for Reasoning-Driven Text-to-Image Generation—0
Grokking in the Wild: Data Augmentation for Real-World Multi-Hop Reasoning with Transformers—0
Towards Automated Scoping of AI for Social Good Projects—0
Doxing via the Lens: Revealing Location-related Privacy Leakage on Multi-modal Large Reasoning Models—0
WeatherGen: A Unified Diverse Weather Generator for LiDAR Point Clouds via Spider Mamba DiffusionCode1
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