ZIP Lab

university

https://ziplab.github.io/

AI & ML interests

Model Effiicency, Diffusion Model, LLM

Papers

CoV: Chain-of-View Prompting for Spatial Reasoning

ZPressor: Bottleneck-Aware Compression for Scalable Feed-Forward 3DGS

View all Papers

authored a paper 11 months ago

Neighboring Autoregressive Modeling for Efficient Visual Generation

Paper • 2503.10696 • Published Mar 12, 2025 • 8

yefly

authored a paper 11 months ago

Neighboring Autoregressive Modeling for Efficient Visual Generation

Paper • 2503.10696 • Published Mar 12, 2025 • 8

authored a paper 11 months ago

Neighboring Autoregressive Modeling for Efficient Visual Generation

Paper • 2503.10696 • Published Mar 12, 2025 • 8

authored a paper 12 months ago

Motion Anything: Any to Motion Generation

Paper • 2503.06955 • Published Mar 10, 2025 • 35

yefly

authored 5 papers about 1 year ago

EfficientDM: Efficient Quantization-Aware Fine-Tuning of Low-Bit Diffusion Models

Paper • 2310.03270 • Published Oct 5, 2023

Dual Grained Quantization: Efficient Fine-Grained Quantization for LLM

Paper • 2310.04836 • Published Oct 7, 2023 • 1

Data-Free Quantization with Accurate Activation Clipping and Adaptive Batch Normalization

Paper • 2204.04215 • Published Apr 8, 2022 • 2

BiViT: Extremely Compressed Binary Vision Transformer

Paper • 2211.07091 • Published Nov 14, 2022

MiniCache: KV Cache Compression in Depth Dimension for Large Language Models

Paper • 2405.14366 • Published May 23, 2024 • 3

authored a paper about 1 year ago

ZipVL: Efficient Large Vision-Language Models with Dynamic Token Sparsification and KV Cache Compression

Paper • 2410.08584 • Published Oct 11, 2024 • 12

yefly

authored a paper about 1 year ago

ZipVL: Efficient Large Vision-Language Models with Dynamic Token Sparsification and KV Cache Compression

Paper • 2410.08584 • Published Oct 11, 2024 • 12

authored 3 papers about 1 year ago

InfiniMotion: Mamba Boosts Memory in Transformer for Arbitrary Long Motion Generation

Paper • 2407.10061 • Published Jul 14, 2024

KMM: Key Frame Mask Mamba for Extended Motion Generation

Paper • 2411.06481 • Published Nov 10, 2024 • 5

ZipAR: Accelerating Autoregressive Image Generation through Spatial Locality

Paper • 2412.04062 • Published Dec 5, 2024 • 8

yefly

authored 2 papers about 1 year ago

ZipAR: Accelerating Autoregressive Image Generation through Spatial Locality

Paper • 2412.04062 • Published Dec 5, 2024 • 8

GATE OpenING: A Comprehensive Benchmark for Judging Open-ended Interleaved Image-Text Generation

Paper • 2411.18499 • Published Nov 27, 2024 • 18

authored 2 papers over 1 year ago

JanusFlow: Harmonizing Autoregression and Rectified Flow for Unified Multimodal Understanding and Generation

Paper • 2411.07975 • Published Nov 12, 2024 • 31

Janus: Decoupling Visual Encoding for Unified Multimodal Understanding and Generation

Paper • 2410.13848 • Published Oct 17, 2024 • 35

authored 2 papers over 1 year ago

LongVLM: Efficient Long Video Understanding via Large Language Models

Paper • 2404.03384 • Published Apr 4, 2024

MiniCache: KV Cache Compression in Depth Dimension for Large Language Models

Paper • 2405.14366 • Published May 23, 2024 • 3