linfeng zhang

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authored a paper 2 months ago

Shifting AI Efficiency From Model-Centric to Data-Centric Compression

Paper • 2505.19147 • Published May 25 • 146

authored 15 papers 4 months ago

Ada3D : Exploiting the Spatial Redundancy with Adaptive Inference for Efficient 3D Object Detection

Paper • 2307.08209 • Published Jul 17, 2023 • 1

Finding the Task-Optimal Low-Bit Sub-Distribution in Deep Neural Networks

Paper • 2112.15139 • Published Dec 30, 2021

PointDistiller: Structured Knowledge Distillation Towards Efficient and Compact 3D Detection

Paper • 2205.11098 • Published May 23, 2022

Contrastive Deep Supervision

Paper • 2207.05306 • Published Jul 12, 2022

Autoencoders as Cross-Modal Teachers: Can Pretrained 2D Image Transformers Help 3D Representation Learning?

Paper • 2212.08320 • Published Dec 16, 2022

DiTFastAttn: Attention Compression for Diffusion Transformer Models

Paper • 2406.08552 • Published Jun 12, 2024 • 26

Accelerating Diffusion Transformers with Token-wise Feature Caching

Paper • 2410.05317 • Published Oct 5, 2024

SAVEn-Vid: Synergistic Audio-Visual Integration for Enhanced Understanding in Long Video Context

Paper • 2411.16213 • Published Nov 25, 2024 • 1

Multi-Stage Vision Token Dropping: Towards Efficient Multimodal Large Language Model

Paper • 2411.10803 • Published Nov 16, 2024

Compression with Global Guidance: Towards Training-free High-Resolution MLLMs Acceleration

Paper • 2501.05179 • Published Jan 9

RealRAG: Retrieval-augmented Realistic Image Generation via Self-reflective Contrastive Learning

Paper • 2502.00848 • Published Feb 2

Stop Looking for Important Tokens in Multimodal Language Models: Duplication Matters More

Paper • 2502.11494 • Published Feb 17

ProReflow: Progressive Reflow with Decomposed Velocity

Paper • 2503.04824 • Published Mar 5 • 9

Decouple-Then-Merge: Finetune Diffusion Models as Multi-Task Learning

Paper • 2410.06664 • Published Oct 9, 2024 • 1

LEGION: Learning to Ground and Explain for Synthetic Image Detection

Paper • 2503.15264 • Published Mar 19 • 21