DeepLoop: Depth Scaling for Looped Transformers
Paper • 2607.13491 • Published • 16
Thomas Ferraz
thomas-ferraz
AI & ML interests
NLP in portuguese
Recent Activity
authored a paper 6 days ago
Observable Patterns Are Not Explanations: A Causal-Geometric Analysis of Latent Reasoning Models authored a paper 6 days ago
Retrieval-Augmented LLM Agents: Learning to Learn from Experience authored a paper 6 days ago
Enriching GNNs with Text Contextual Representations for Detecting
Disinformation Campaigns on Social MediaOrganizations
upvoted a paper 8 days ago
upvoted 5
papers 12 days ago
Looped World Models
Paper • 2606.18208 • Published • 483
Loop, Think, & Generalize: Implicit Reasoning in Recurrent-Depth Transformers
Paper • 2604.07822 • Published • 3
Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling
Paper • 2607.02980 • Published • 81
Observable Patterns Are Not Explanations: A Causal-Geometric Analysis of Latent Reasoning Models
Paper • 2606.12689 • Published • 2
Retrieval-Augmented LLM Agents: Learning to Learn from Experience
Paper • 2603.18272 • Published • 1
upvoted 3
papers 4 months ago
MemMA: Coordinating the Memory Cycle through Multi-Agent Reasoning and In-Situ Self-Evolution
Paper • 2603.18718 • Published • 10
Voxtral TTS
Paper • 2603.25551 • Published • 63
MSA: Memory Sparse Attention for Efficient End-to-End Memory Model Scaling to 100M Tokens
Paper • 2603.23516 • Published • 53
upvoted 2
papers 6 months ago
upvoted a collection 7 months ago
upvoted an article 10 months ago
Article
mem-agent: Equipping LLM Agents with Memory Using RL
driaforall
• • 33 upvoted an article over 1 year ago
Article
Provence: efficient and robust context pruning for retrieval-augmented generation
nadiinchi
• • 26 upvoted 2
papers over 1 year ago
upvoted 2
collections over 1 year ago
upvoted 2
papers almost 2 years ago