Battle of the Backbones: A Large-Scale Comparison of Pretrained Models across Computer Vision Tasks
Paper • 2310.19909 • Published • 21
good-papers
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Memory Augmented Language Models through Mixture of Word Experts
Paper • 2311.10768 • Published • 19 -
FlashDecoding++: Faster Large Language Model Inference on GPUs
Paper • 2311.01282 • Published • 37 -
Prompt Cache: Modular Attention Reuse for Low-Latency Inference
Paper • 2311.04934 • Published • 32 -
Exponentially Faster Language Modelling
Paper • 2311.10770 • Published • 119 -
Weight subcloning: direct initialization of transformers using larger pretrained ones
Paper • 2312.09299 • Published • 18 -
MobileVLM : A Fast, Reproducible and Strong Vision Language Assistant for Mobile Devices
Paper • 2312.16886 • Published • 22 -
SOLAR 10.7B: Scaling Large Language Models with Simple yet Effective Depth Up-Scaling
Paper • 2312.15166 • Published • 61 -
Tuning Language Models by Proxy
Paper • 2401.08565 • Published • 22 -
Patchscope: A Unifying Framework for Inspecting Hidden Representations of Language Models
Paper • 2401.06102 • Published • 21 -
Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding Heads
Paper • 2401.10774 • Published • 60 -
InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency
Paper • 2508.18265 • Published • 217 -
StepWiser: Stepwise Generative Judges for Wiser Reasoning
Paper • 2508.19229 • Published • 20 -
Analyzing the Effects of Supervised Fine-Tuning on Model Knowledge from Token and Parameter Levels
Paper • 2509.16596 • Published • 14 -
PyVision-RL: Forging Open Agentic Vision Models via RL
Paper • 2602.20739 • Published • 31