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Collections including paper arxiv:2501.02393

Knowledge Graphs

In-situ graph reasoning and knowledge expansion using Graph-PReFLexOR

Paper • 2501.08120 • Published 5 days ago • 4
Graph-Aware Isomorphic Attention for Adaptive Dynamics in Transformers

Paper • 2501.02393 • Published 14 days ago • 8
Decoupling Knowledge and Reasoning in Transformers: A Modular Architecture with Generalized Cross-Attention

Paper • 2501.00823 • Published 18 days ago

Graph-Aware Isomorphic Attention in Transformers

We present an approach to modifying Transformer architectures by integrating graph-aware relational reasoning into the attention mechanism.

lamm-mit/Llama-3.2-3B-Instruct-Sparse-GIN-orca-math-word-problems

Updated 12 days ago • 11 • 1
lamm-mit/Llama-3.2-3B-Instruct-Sparse-GIN-logic

Updated 12 days ago • 9 • 1
lamm-mit/Llama-3.2-3B-Instruct-Sparse-GIN-bio

Updated 11 days ago • 9
Graph-Aware Isomorphic Attention for Adaptive Dynamics in Transformers

Paper • 2501.02393 • Published 14 days ago • 8

Video Creation by Demonstration

Paper • 2412.09551 • Published Dec 12, 2024 • 8
DiffSensei: Bridging Multi-Modal LLMs and Diffusion Models for Customized Manga Generation

Paper • 2412.07589 • Published Dec 10, 2024 • 45
Unraveling the Complexity of Memory in RL Agents: an Approach for Classification and Evaluation

Paper • 2412.06531 • Published Dec 9, 2024 • 71
APOLLO: SGD-like Memory, AdamW-level Performance

Paper • 2412.05270 • Published Dec 6, 2024 • 38

Region-Aware Text-to-Image Generation via Hard Binding and Soft Refinement

Paper • 2411.06558 • Published Nov 10, 2024 • 34
SlimLM: An Efficient Small Language Model for On-Device Document Assistance

Paper • 2411.09944 • Published Nov 15, 2024 • 12
Look Every Frame All at Once: Video-Ma^2mba for Efficient Long-form Video Understanding with Multi-Axis Gradient Checkpointing

Paper • 2411.19460 • Published Nov 29, 2024 • 10
MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale

Paper • 2412.05237 • Published Dec 6, 2024 • 47

Unlocking the Humanities (and Beyond)

about 10 hours ago

Qwen/Qwen2-VL-7B-Instruct

Image-Text-to-Text • Updated 7 days ago • 1.73M • • 1.06k
In-situ graph reasoning and knowledge expansion using Graph-PReFLexOR

Paper • 2501.08120 • Published 5 days ago • 4
Graph-Aware Isomorphic Attention for Adaptive Dynamics in Transformers

Paper • 2501.02393 • Published 14 days ago • 8
Decoupling Knowledge and Reasoning in Transformers: A Modular Architecture with Generalized Cross-Attention

Paper • 2501.00823 • Published 18 days ago

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