Pratyay Banerjee

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upvoted 6 papers 1 day ago

FutureOmni: Evaluating Future Forecasting from Omni-Modal Context for Multimodal LLMs

Paper • 2601.13836 • Published 4 days ago • 34

Multiplex Thinking: Reasoning via Token-wise Branch-and-Merge

Paper • 2601.08808 • Published 10 days ago • 36

Toward Efficient Agents: Memory, Tool learning, and Planning

Paper • 2601.14192 • Published 4 days ago • 44

Agentic Reasoning for Large Language Models

Paper • 2601.12538 • Published 5 days ago • 159

Rewarding the Rare: Uniqueness-Aware RL for Creative Problem Solving in LLMs

Paper • 2601.08763 • Published 11 days ago • 140

Agentic-R: Learning to Retrieve for Agentic Search

Paper • 2601.11888 • Published 7 days ago • 16

upvoted a collection 2 days ago

Step3-VL-10B

Collection

2 items • Updated 9 days ago • 27

upvoted a collection 4 days ago

TranslateGemma

Collection

3 items • Updated 9 days ago • 180

upvoted a paper 5 days ago

SimpleMem: Efficient Lifelong Memory for LLM Agents

Paper • 2601.02553 • Published 18 days ago • 37

upvoted a paper 6 days ago

MAXS: Meta-Adaptive Exploration with LLM Agents

Paper • 2601.09259 • Published 10 days ago • 92

upvoted a collection 6 days ago

Ministral 3

Collection

A collection of edge models, with Base, Instruct and Reasoning variants, in 3 different sizes: 3B, 8B and 14B. All with vision capabilities. • 9 items • Updated Dec 2, 2025 • 149

upvoted 9 papers 7 days ago

AI Meets Brain: Memory Systems from Cognitive Neuroscience to Autonomous Agents

Paper • 2512.23343 • Published 26 days ago • 28

Lost in the Noise: How Reasoning Models Fail with Contextual Distractors

Paper • 2601.07226 • Published 12 days ago • 30

Distribution-Aligned Sequence Distillation for Superior Long-CoT Reasoning

Paper • 2601.09088 • Published 10 days ago • 57

Recursive Language Models

Paper • 2512.24601 • Published 24 days ago • 73

Can LLMs Predict Their Own Failures? Self-Awareness via Internal Circuits

Paper • 2512.20578 • Published Dec 23, 2025 • 82

Improving Multi-step RAG with Hypergraph-based Memory for Long-Context Complex Relational Modeling

Paper • 2512.23959 • Published 25 days ago • 107

Controlled Self-Evolution for Algorithmic Code Optimization

Paper • 2601.07348 • Published 12 days ago • 110

Watching, Reasoning, and Searching: A Video Deep Research Benchmark on Open Web for Agentic Video Reasoning

Paper • 2601.06943 • Published 13 days ago • 206

mHC: Manifold-Constrained Hyper-Connections

Paper • 2512.24880 • Published 24 days ago • 278