conftrace_

visual reasoning

493 papers

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Also known as

VR

Co-occurring keywords

multimodal learning (4645) vision-language model (2348) visual question answering (1017) multimodal large language model (966) large language model (13587) benchmark evaluation (1556) vision language model (767) question answering (2963) multi-modal learning (1278) video understanding (1658)

Papers

EXAMS-V: A Multi-Discipline Multilingual Multimodal Exam Benchmark for Evaluating Vision Language Models ACL 2024
From the Least to the Most: Building a Plug-and-Play Visual Reasoner via Data Synthesis EMNLP 2024
VisLingInstruct: Elevating Zero-Shot Learning in Multi-Modal Language Models with Autonomous Instruction Optimization NAACL 2024
OMG-LLaVA: Bridging Image-level, Object-level, Pixel-level Reasoning and Understanding NIPS 2024
HourVideo: 1-Hour Video-Language Understanding NIPS 2024
Resolving Word Vagueness with Scenario-guided Adapter for Natural Language Inference IJCAI 2024
Mind's Eye of LLMs: Visualization-of-Thought Elicits Spatial Reasoning in Large Language Models NIPS 2024
PuzzleVQA: Diagnosing Multimodal Reasoning Challenges of Language Models with Abstract Visual Patterns ACL 2024
WINOVIZ: Probing Visual Properties of Objects Under Different States NAACL 2024
M3CoT: A Novel Benchmark for Multi-Domain Multi-step Multi-modal Chain-of-Thought ACL 2024
Enhancing Advanced Visual Reasoning Ability of Large Language Models EMNLP 2024
Modeling Multimodal Social Interactions: New Challenges and Baselines with Densely Aligned Representations CVPR 2024
See Say and Segment: Teaching LMMs to Overcome False Premises CVPR 2024
Visual Program Distillation: Distilling Tools and Programmatic Reasoning into Vision-Language Models CVPR 2024
From Multimodal LLM to Human-level AI: Modality, Instruction, Reasoning, Efficiency and beyond COLING 2024
Multimodal Language Models Show Evidence of Embodied Simulation COLING 2024
Find-the-Common: A Benchmark for Explaining Visual Patterns from Images COLING 2024
Rank2Tell: A Multimodal Driving Dataset for Joint Importance Ranking and Reasoning WACV 2024
HallusionBench: An Advanced Diagnostic Suite for Entangled Language Hallucination and Visual Illusion in Large Vision-Language Models CVPR 2024
RegionGPT: Towards Region Understanding Vision Language Model CVPR 2024
Can Vision-Language Models Be a Good Guesser? Exploring VLMs for Times and Location Reasoning WACV 2024
Evaluating Numerical Reasoning in Text-to-Image Models NIPS 2024
Visual CoT: Advancing Multi-Modal Language Models with a Comprehensive Dataset and Benchmark for Chain-of-Thought Reasoning NIPS 2024
LL3DA: Visual Interactive Instruction Tuning for Omni-3D Understanding Reasoning and Planning CVPR 2024
Generate Subgoal Images before Act: Unlocking the Chain-of-Thought Reasoning in Diffusion Model for Robot Manipulation with Multimodal Prompts CVPR 2024