Pratyay Banerjee

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upvoted 15 papers 1 day ago

LEGO-Puzzles: How Good Are MLLMs at Multi-Step Spatial Reasoning?

Paper • 2503.19990 • Published 14 days ago • 33

Qwen2.5-Omni Technical Report

Paper • 2503.20215 • Published 14 days ago • 126

ReaRAG: Knowledge-guided Reasoning Enhances Factuality of Large Reasoning Models with Iterative Retrieval Augmented Generation

Paper • 2503.21729 • Published 12 days ago • 27

Video-R1: Reinforcing Video Reasoning in MLLMs

Paper • 2503.21776 • Published 12 days ago • 76

A Refined Analysis of Massive Activations in LLMs

Paper • 2503.22329 • Published 11 days ago • 13

Think Before Recommend: Unleashing the Latent Reasoning Power for Sequential Recommendation

Paper • 2503.22675 • Published 11 days ago • 34

A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, and Beyond

Paper • 2503.21614 • Published 12 days ago • 39

AdaptiVocab: Enhancing LLM Efficiency in Focused Domains through Lightweight Vocabulary Adaptation

Paper • 2503.19693 • Published 14 days ago • 75

Efficient Inference for Large Reasoning Models: A Survey

Paper • 2503.23077 • Published 10 days ago • 45

GeometryCrafter: Consistent Geometry Estimation for Open-world Videos with Diffusion Priors

Paper • 2504.01016 • Published 7 days ago • 27

Multi-Token Attention

Paper • 2504.00927 • Published 7 days ago • 38

JudgeLRM: Large Reasoning Models as a Judge

Paper • 2504.00050 • Published 9 days ago • 54

Adaptive Layer-skipping in Pre-trained LLMs

Paper • 2503.23798 • Published 8 days ago • 6

Agentic Knowledgeable Self-awareness

Paper • 2504.03553 • Published 4 days ago • 25

Multi-SWE-bench: A Multilingual Benchmark for Issue Resolving

Paper • 2504.02605 • Published 5 days ago • 38

upvoted a collection 1 day ago

LLM Reasoning Dataset

Collection

19 items • Updated Mar 7 • 2

upvoted a paper 2 days ago

Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems

Paper • 2504.01990 • Published 8 days ago • 209

upvoted a paper 8 days ago

LlamaV-o1: Rethinking Step-by-step Visual Reasoning in LLMs

Paper • 2501.06186 • Published Jan 10 • 66

upvoted a collection 13 days ago

Instella ✨

Collection

Announcing Instella, a series of 3 billion parameter language models developed by AMD, trained from scratch on 128 Instinct MI300X GPUs. • 5 items • Updated Mar 5 • 7

upvoted a paper 14 days ago

Temporal Consistency for LLM Reasoning Process Error Identification

Paper • 2503.14495 • Published 21 days ago • 9