Self-Training on Image Comprehension

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lupantech 

authored 6 papers 28 days ago

Solving Inequality Proofs with Large Language Models

Paper • 2506.07927 • Published Jun 9 • 20

Fractional Reasoning via Latent Steering Vectors Improves Inference Time Compute

Paper • 2506.15882 • Published Jun 18 • 2

Where LLM Agents Fail and How They can Learn From Failures

Paper • 2509.25370 • Published Sep 29 • 11

Learning Human-Perceived Fakeness in AI-Generated Videos via Multimodal LLMs

Paper • 2509.22646 • Published Sep 26 • 16

TaTToo: Tool-Grounded Thinking PRM for Test-Time Scaling in Tabular Reasoning

Paper • 2510.06217 • Published 30 days ago • 62

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use

Paper • 2510.05592 • Published about 1 month ago • 97

ydeng9 

authored a paper 8 months ago

OpenVLThinker: An Early Exploration to Complex Vision-Language Reasoning via Iterative Self-Improvement

Paper • 2503.17352 • Published Mar 21 • 24

lupantech 

authored 13 papers 9 months ago

LLaMA-Adapter: Efficient Fine-tuning of Language Models with Zero-init Attention

Paper • 2303.16199 • Published Mar 28, 2023 • 4

Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models

Paper • 2304.09842 • Published Apr 19, 2023 • 2

MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts

Paper • 2310.02255 • Published Oct 3, 2023 • 2

LLaMA-Adapter V2: Parameter-Efficient Visual Instruction Model

Paper • 2304.15010 • Published Apr 28, 2023 • 4

Multimodal Procedural Planning via Dual Text-Image Prompting

Paper • 2305.01795 • Published May 2, 2023 • 1

TheoremQA: A Theorem-driven Question Answering dataset

Paper • 2305.12524 • Published May 21, 2023 • 1

Model Editing Can Hurt General Abilities of Large Language Models

Paper • 2401.04700 • Published Jan 9, 2024 • 3

SciBench: Evaluating College-Level Scientific Problem-Solving Abilities of Large Language Models

Paper • 2307.10635 • Published Jul 20, 2023 • 9

Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering

Paper • 2209.09513 • Published Sep 20, 2022 • 1

Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical Reasoning

Paper • 2209.14610 • Published Sep 29, 2022

Enhancing Large Vision Language Models with Self-Training on Image Comprehension

Paper • 2405.19716 • Published May 30, 2024

A Survey of Deep Learning for Mathematical Reasoning

Paper • 2212.10535 • Published Dec 20, 2022

UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression

Paper • 2212.02746 • Published Dec 6, 2022