Shifting AI Efficiency From Model-Centric to Data-Centric Compression
Paper
• 2505.19147 • Published
• 145
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linfengZ
authored a paper 9 months ago
linfengZ
authored 15 papers 11 months 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
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