conftrace_

compositional reasoning

81 papers

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vision-language model (2348) visual reasoning (493) visual question answering (1017) vision language model (767) question answering (2963) contrastive learning (4032) large language model (13587) multimodal learning (4645) benchmark evaluation (1556) zero-shot learning (3650)

Papers

Human-Object Interaction Detection Collaborated with Large Relation-driven Diffusion Models NIPS 2024
Simple Token-Level Confidence Improves Caption Correctness WACV 2024
An Examination of the Compositionality of Large Generative Vision-Language Models NAACL 2024
Preserving Multi-Modal Capabilities of Pre-trained VLMs for Improving Vision-Linguistic Compositionality EMNLP 2024
Interpretable Composition Attribution Enhancement for Visio-linguistic Compositional Understanding EMNLP 2024
Reasoning or a Semblance of it? A Diagnostic Study of Transitive Reasoning in LLMs EMNLP 2024
Iterated Learning Improves Compositionality in Large Vision-Language Models CVPR 2024
Initialization is Critical to Whether Transformers Fit Composite Functions by Reasoning or Memorizing NIPS 2024
ConMe: Rethinking Evaluation of Compositional Reasoning for Modern VLMs NIPS 2024
ClevrSkills: Compositional Language And Visual Reasoning in Robotics NIPS 2024
VISREAS: Complex Visual Reasoning with Unanswerable Questions ACL 2024
Visual Program Distillation: Distilling Tools and Programmatic Reasoning into Vision-Language Models CVPR 2024
Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios NIPS 2024
3D-Aware Visual Question Answering about Parts, Poses and Occlusions NIPS 2023
DeCo: Decomposition and Reconstruction for Compositional Temporal Grounding via Coarse-To-Fine Contrastive Ranking CVPR 2023
CREPE: Can Vision-Language Foundation Models Reason Compositionally? CVPR 2023
Dense and Aligned Captions (DAC) Promote Compositional Reasoning in VL Models NIPS 2023
ANetQA: A Large-Scale Benchmark for Fine-Grained Compositional Reasoning Over Untrimmed Videos CVPR 2023
Divide and Conquer: Answering Questions With Object Factorization and Compositional Reasoning CVPR 2023
Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models NIPS 2023
Cola: A Benchmark for Compositional Text-to-image Retrieval NIPS 2023
Faith and Fate: Limits of Transformers on Compositionality NIPS 2023
FinePrompt: Unveiling the Role of Finetuned Inductive Bias on Compositional Reasoning in GPT-4 EMNLP 2023
Dense but Efficient VideoQA for Intricate Compositional Reasoning WACV 2023
Measuring and Narrowing the Compositionality Gap in Language Models EMNLP 2023