Soujanya Poria

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upvoted a paper 21 days ago

Error-Free Linear Attention is a Free Lunch: Exact Solution from Continuous-Time Dynamics

Paper • 2512.12602 • Published 23 days ago • 41

upvoted 2 papers about 2 months ago

NORA-1.5: A Vision-Language-Action Model Trained using World Model- and Action-based Preference Rewards

Paper • 2511.14659 • Published Nov 18, 2025 • 12

10 Open Challenges Steering the Future of Vision-Language-Action Models

Paper • 2511.05936 • Published Nov 8, 2025 • 5

upvoted 3 papers 3 months ago

Demystifying deep search: a holistic evaluation with hint-free multi-hop questions and factorised metrics

Paper • 2510.05137 • Published Oct 1, 2025 • 5

Training Vision-Language Process Reward Models for Test-Time Scaling in Multimodal Reasoning: Key Insights and Lessons Learned

Paper • 2509.23250 • Published Sep 27, 2025 • 5

OffTopicEval: When Large Language Models Enter the Wrong Chat, Almost Always!

Paper • 2509.26495 • Published Sep 30, 2025 • 10

upvoted a paper 5 months ago

JAM: A Tiny Flow-based Song Generator with Fine-grained Controllability and Aesthetic Alignment

Paper • 2507.20880 • Published Jul 28, 2025 • 10

upvoted a paper 7 months ago

Error Typing for Smarter Rewards: Improving Process Reward Models with Error-Aware Hierarchical Supervision

Paper • 2505.19706 • Published May 26, 2025 • 3

upvoted a collection 8 months ago

nora

Collection

16 items • Updated Nov 19, 2025 • 5

upvoted a paper 8 months ago

NORA: A Small Open-Sourced Generalist Vision Language Action Model for Embodied Tasks

Paper • 2504.19854 • Published Apr 28, 2025 • 7

upvoted 2 papers 11 months ago

Measuring and Enhancing Trustworthiness of LLMs in RAG through Grounded Attributions and Learning to Refuse

Paper • 2409.11242 • Published Sep 17, 2024 • 7

The Jumping Reasoning Curve? Tracking the Evolution of Reasoning Performance in GPT-[n] and o-[n] Models on Multimodal Puzzles

Paper • 2502.01081 • Published Feb 3, 2025 • 13

upvoted a collection 12 months ago

Trust-Align

Collection

12 items • Updated Feb 11, 2025 • 3

upvoted 3 papers about 1 year ago

TangoFlux: Super Fast and Faithful Text to Audio Generation with Flow Matching and Clap-Ranked Preference Optimization

Paper • 2412.21037 • Published Dec 30, 2024 • 24

Emma-X: An Embodied Multimodal Action Model with Grounded Chain of Thought and Look-ahead Spatial Reasoning

Paper • 2412.11974 • Published Dec 16, 2024 • 10

M-Longdoc: A Benchmark For Multimodal Super-Long Document Understanding And A Retrieval-Aware Tuning Framework

Paper • 2411.06176 • Published Nov 9, 2024 • 45

upvoted 4 papers over 1 year ago

Ferret: Faster and Effective Automated Red Teaming with Reward-Based Scoring Technique

Paper • 2408.10701 • Published Aug 20, 2024 • 12

WalledEval: A Comprehensive Safety Evaluation Toolkit for Large Language Models

Paper • 2408.03837 • Published Aug 7, 2024 • 18

Ruby Teaming: Improving Quality Diversity Search with Memory for Automated Red Teaming

Paper • 2406.11654 • Published Jun 17, 2024 • 6

DELLA-Merging: Reducing Interference in Model Merging through Magnitude-Based Sampling

Paper • 2406.11617 • Published Jun 17, 2024 • 8