Advait Gupta

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upvoted a paper 2 days ago

What does RL improve for Visual Reasoning? A Frankenstein-Style Analysis

Paper • 2602.12395 • Published 5 days ago • 14

upvoted a paper 13 days ago

Quantifying the Gap between Understanding and Generation within Unified Multimodal Models

Paper • 2602.02140 • Published 16 days ago • 12

upvoted a paper 21 days ago

TSRBench: A Comprehensive Multi-task Multi-modal Time Series Reasoning Benchmark for Generalist Models

Paper • 2601.18744 • Published 23 days ago • 10

upvoted 2 papers about 2 months ago

Schoenfeld's Anatomy of Mathematical Reasoning by Language Models

Paper • 2512.19995 • Published Dec 23, 2025 • 16

Can LLMs Estimate Student Struggles? Human-AI Difficulty Alignment with Proficiency Simulation for Item Difficulty Prediction

Paper • 2512.18880 • Published Dec 21, 2025 • 25

upvoted a paper 2 months ago

V-REX: Benchmarking Exploratory Visual Reasoning via Chain-of-Questions

Paper • 2512.11995 • Published Dec 12, 2025 • 10

upvoted a paper 5 months ago

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

Paper • 2509.22646 • Published Sep 26, 2025 • 17

upvoted a paper 7 months ago

Skip a Layer or Loop it? Test-Time Depth Adaptation of Pretrained LLMs

Paper • 2507.07996 • Published Jul 10, 2025 • 36

upvoted 2 papers 8 months ago

JarvisArt: Liberating Human Artistic Creativity via an Intelligent Photo Retouching Agent

Paper • 2506.17612 • Published Jun 21, 2025 • 64

FaSTA^*: Fast-Slow Toolpath Agent with Subroutine Mining for Efficient Multi-turn Image Editing

Paper • 2506.20911 • Published Jun 26, 2025 • 41

upvoted 2 papers 10 months ago

How Instruction and Reasoning Data shape Post-Training: Data Quality through the Lens of Layer-wise Gradients

Paper • 2504.10766 • Published Apr 14, 2025 • 40

Missing Premise exacerbates Overthinking: Are Reasoning Models losing Critical Thinking Skill?

Paper • 2504.06514 • Published Apr 9, 2025 • 39

upvoted 2 papers 11 months ago

CoSTAast: Cost-Sensitive Toolpath Agent for Multi-turn Image Editing

Paper • 2503.10613 • Published Mar 13, 2025 • 79

R1-Zero's "Aha Moment" in Visual Reasoning on a 2B Non-SFT Model

Paper • 2503.05132 • Published Mar 7, 2025 • 57

upvoted a paper over 1 year ago

Diffusion Curriculum: Synthetic-to-Real Generative Curriculum Learning via Image-Guided Diffusion

Paper • 2410.13674 • Published Oct 17, 2024 • 17