Collection by
9 days ago
9 days ago
Collections
Discover the best community collections!
Collections including paper arxiv:2410.02724
Collection by
11 days ago
11 days ago
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Large Language Models as Markov Chains
Paper • 2410.02724 • Published • 28 -
Loong: Generating Minute-level Long Videos with Autoregressive Language Models
Paper • 2410.02757 • Published • 35 -
LLaVA-Critic: Learning to Evaluate Multimodal Models
Paper • 2410.02712 • Published • 33 -
SageAttention: Accurate 8-Bit Attention for Plug-and-play Inference Acceleration
Paper • 2410.02367 • Published • 45
Collection by
12 days ago
12 days ago
Collection by
13 days ago
13 days ago
Collection by
1 day ago
1 day ago
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KAN: Kolmogorov-Arnold Networks
Paper • 2404.19756 • Published • 108 -
The Platonic Representation Hypothesis
Paper • 2405.07987 • Published • 2 -
The No Free Lunch Theorem, Kolmogorov Complexity, and the Role of Inductive Biases in Machine Learning
Paper • 2304.05366 • Published • 1 -
Explaining NonLinear Classification Decisions with Deep Taylor Decomposition
Paper • 1512.02479 • Published • 1
Collection by
2 days ago
2 days ago
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RetrievalAttention: Accelerating Long-Context LLM Inference via Vector Retrieval
Paper • 2409.10516 • Published • 34 -
Measuring and Enhancing Trustworthiness of LLMs in RAG through Grounded Attributions and Learning to Refuse
Paper • 2409.11242 • Published • 5 -
Promptriever: Instruction-Trained Retrievers Can Be Prompted Like Language Models
Paper • 2409.11136 • Published • 21 -
On the Diagram of Thought
Paper • 2409.10038 • Published • 11
Collection by
12 days ago
12 days ago
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A Comparative Study on Automatic Coding of Medical Letters with Explainability
Paper • 2407.13638 • Published • 5 -
Internet of Agents: Weaving a Web of Heterogeneous Agents for Collaborative Intelligence
Paper • 2407.07061 • Published • 26 -
AgentInstruct: Toward Generative Teaching with Agentic Flows
Paper • 2407.03502 • Published • 43 -
Graph-Based Captioning: Enhancing Visual Descriptions by Interconnecting Region Captions
Paper • 2407.06723 • Published • 10
Collection by
10 days ago
10 days ago
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Why do Learning Rates Transfer? Reconciling Optimization and Scaling Limits for Deep Learning
Paper • 2402.17457 • Published -
Curvature-Informed SGD via General Purpose Lie-Group Preconditioners
Paper • 2402.04553 • Published -
TextGrad: Automatic "Differentiation" via Text
Paper • 2406.07496 • Published • 26 -
Surge Phenomenon in Optimal Learning Rate and Batch Size Scaling
Paper • 2405.14578 • Published
Collection by
about 24 hours ago
about 24 hours ago
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DeepSpeed Ulysses: System Optimizations for Enabling Training of Extreme Long Sequence Transformer Models
Paper • 2309.14509 • Published • 17 -
LLM Augmented LLMs: Expanding Capabilities through Composition
Paper • 2401.02412 • Published • 36 -
DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models
Paper • 2401.06066 • Published • 42 -
Tuning Language Models by Proxy
Paper • 2401.08565 • Published • 20