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upvoted an article about 2 months ago

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Article

mem-agent: Equipping LLM Agents with Memory Using RL

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Oct 9

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32

upvoted a paper 4 months ago

Mixture-of-Recursions: Learning Dynamic Recursive Depths for Adaptive Token-Level Computation

Paper • 2507.10524 • Published Jul 14 • 70

upvoted an article 5 months ago

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Article

SmolLM3: smol, multilingual, long-context reasoner

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Jul 8

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732

upvoted 2 papers 5 months ago

Energy-Based Transformers are Scalable Learners and Thinkers

Paper • 2507.02092 • Published Jul 2 • 69

Can LLMs Identify Critical Limitations within Scientific Research? A Systematic Evaluation on AI Research Papers

Paper • 2507.02694 • Published Jul 3 • 19

upvoted a paper 6 months ago

Resa: Transparent Reasoning Models via SAEs

Paper • 2506.09967 • Published Jun 11 • 21

upvoted 2 papers 7 months ago

NodeRAG: Structuring Graph-based RAG with Heterogeneous Nodes

Paper • 2504.11544 • Published Apr 15 • 44

Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?

Paper • 2504.13837 • Published Apr 18 • 136

upvoted a paper 8 months ago

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

Paper • 2504.01990 • Published Mar 31 • 300

upvoted 3 papers 9 months ago

Beyond RAG: Task-Aware KV Cache Compression for Comprehensive Knowledge Reasoning

Paper • 2503.04973 • Published Mar 6 • 26

Feature-Level Insights into Artificial Text Detection with Sparse Autoencoders

Paper • 2503.03601 • Published Mar 5 • 233

"Principal Components" Enable A New Language of Images

Paper • 2503.08685 • Published Mar 11 • 12

upvoted an article 9 months ago

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Article

Open R1: Update #3

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Mar 11

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296

upvoted 7 papers 9 months ago

Unified Video Action Model

Paper • 2503.00200 • Published Feb 28 • 14

Fine-Tuning Small Language Models for Domain-Specific AI: An Edge AI Perspective

Paper • 2503.01933 • Published Mar 3 • 13

YOLOv12: Attention-Centric Real-Time Object Detectors

Paper • 2502.12524 • Published Feb 18 • 12

You Do Not Fully Utilize Transformer's Representation Capacity

Paper • 2502.09245 • Published Feb 13 • 37

Train Small, Infer Large: Memory-Efficient LoRA Training for Large Language Models

Paper • 2502.13533 • Published Feb 19 • 12

Enhancing Cognition and Explainability of Multimodal Foundation Models with Self-Synthesized Data

Paper • 2502.14044 • Published Feb 19 • 8

From RAG to Memory: Non-Parametric Continual Learning for Large Language Models

Paper • 2502.14802 • Published Feb 20 • 13