Shifting AI Efficiency From Model-Centric to Data-Centric Compression
Paper • 2505.19147 • Published • 146
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linfengZ
authored a
paper about 1 year ago
linfengZ
authored 15
papers over 1 year ago
Ada3D : Exploiting the Spatial Redundancy with Adaptive Inference for Efficient 3D Object Detection
Paper • 2307.08209 • Published • 1
Finding the Task-Optimal Low-Bit Sub-Distribution in Deep Neural Networks
Paper • 2112.15139 • Published
PointDistiller: Structured Knowledge Distillation Towards Efficient and Compact 3D Detection
Paper • 2205.11098 • Published • 1
Contrastive Deep Supervision
Paper • 2207.05306 • Published
Autoencoders as Cross-Modal Teachers: Can Pretrained 2D Image Transformers Help 3D Representation Learning?
Paper • 2212.08320 • Published
DiTFastAttn: Attention Compression for Diffusion Transformer Models
Paper • 2406.08552 • Published • 25
Accelerating Diffusion Transformers with Token-wise Feature Caching
Paper • 2410.05317 • Published
SAVEn-Vid: Synergistic Audio-Visual Integration for Enhanced Understanding in Long Video Context
Paper • 2411.16213 • Published • 2
Multi-Stage Vision Token Dropping: Towards Efficient Multimodal Large Language Model
Paper • 2411.10803 • Published
Compression with Global Guidance: Towards Training-free High-Resolution MLLMs Acceleration
Paper • 2501.05179 • Published
RealRAG: Retrieval-augmented Realistic Image Generation via Self-reflective Contrastive Learning
Paper • 2502.00848 • Published • 1
Stop Looking for Important Tokens in Multimodal Language Models: Duplication Matters More
Paper • 2502.11494 • Published
ProReflow: Progressive Reflow with Decomposed Velocity
Paper • 2503.04824 • Published • 9
Decouple-Then-Merge: Finetune Diffusion Models as Multi-Task Learning
Paper • 2410.06664 • Published • 1
LEGION: Learning to Ground and Explain for Synthetic Image Detection
Paper • 2503.15264 • Published • 21