Gullal Singh Cheema

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upvoted 2 articles 3 months ago

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Article

nanoVLM: The simplest repository to train your VLM in pure PyTorch

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May 21, 2025

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247

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Article

Efficient MultiModal Data Pipeline

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Jul 8, 2025

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69

upvoted a paper 3 months ago

FineVision: Open Data Is All You Need

Paper • 2510.17269 • Published Oct 20, 2025 • 72

upvoted a collection 5 months ago

gpt-oss

Collection

Open-weight models designed for powerful reasoning, agentic tasks, and versatile developer use cases. • 2 items • Updated Aug 7, 2025 • 398

upvoted 9 papers 6 months ago

V-JEPA 2: Self-Supervised Video Models Enable Understanding, Prediction and Planning

Paper • 2506.09985 • Published Jun 11, 2025 • 29

SciVer: Evaluating Foundation Models for Multimodal Scientific Claim Verification

Paper • 2506.15569 • Published Jun 18, 2025 • 12

CoMemo: LVLMs Need Image Context with Image Memory

Paper • 2506.06279 • Published Jun 6, 2025 • 8

Time Blindness: Why Video-Language Models Can't See What Humans Can?

Paper • 2505.24867 • Published May 30, 2025 • 80

VLM-R^3: Region Recognition, Reasoning, and Refinement for Enhanced Multimodal Chain-of-Thought

Paper • 2505.16192 • Published May 22, 2025 • 12

VideoEval-Pro: Robust and Realistic Long Video Understanding Evaluation

Paper • 2505.14640 • Published May 20, 2025 • 16

Pixel Reasoner: Incentivizing Pixel-Space Reasoning with Curiosity-Driven Reinforcement Learning

Paper • 2505.15966 • Published May 21, 2025 • 53

UniVG-R1: Reasoning Guided Universal Visual Grounding with Reinforcement Learning

Paper • 2505.14231 • Published May 20, 2025 • 52

GuardReasoner-VL: Safeguarding VLMs via Reinforced Reasoning

Paper • 2505.11049 • Published May 16, 2025 • 60

upvoted 7 papers 8 months ago

Understanding and Mitigating Toxicity in Image-Text Pretraining Datasets: A Case Study on LLaVA

Paper • 2505.06356 • Published May 9, 2025 • 3

Aya Vision: Advancing the Frontier of Multilingual Multimodality

Paper • 2505.08751 • Published May 13, 2025 • 13

Skywork-VL Reward: An Effective Reward Model for Multimodal Understanding and Reasoning

Paper • 2505.07263 • Published May 12, 2025 • 30

MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning

Paper • 2505.10557 • Published May 15, 2025 • 47

Seed1.5-VL Technical Report

Paper • 2505.07062 • Published May 11, 2025 • 154

Uncertainty-Weighted Image-Event Multimodal Fusion for Video Anomaly Detection

Paper • 2505.02393 • Published May 5, 2025 • 3

Vision-Language-Action Models: Concepts, Progress, Applications and Challenges

Paper • 2505.04769 • Published May 7, 2025 • 9