Shanghang Zhang

Shanghang Zhang

University of California, Berkeley

H-index: 33

North America-United States

About Shanghang Zhang

Shanghang Zhang, With an exceptional h-index of 33 and a recent h-index of 32 (since 2020), a distinguished researcher at University of California, Berkeley, specializes in the field of Machine Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Intuition-aware Mixture-of-Rank-1-Experts for Parameter Efficient Finetuning

SpikeNVS: Enhancing Novel View Synthesis from Blurry Images via Spike Camera

Exploring Sparse Visual Prompt for Domain Adaptive Dense Prediction

Efficient Deweahter Mixture-of-Experts with Uncertainty-Aware Feature-Wise Linear Modulation

FM-OV3D: Foundation Model-Based Cross-Modal Knowledge Blending for Open-Vocabulary 3D Detection

DOZE: A Dataset for Open-Vocabulary Zero-Shot Object Navigation in Dynamic Environments

Pad: A dataset and benchmark for pose-agnostic anomaly detection

EfficientBioAI: making bioimaging AI models efficient in energy and latency

Shanghang Zhang Information

University

Position

EECS

Citations(all)

7643

Citations(since 2020)

7525

Cited By

1051

hIndex(all)

33

hIndex(since 2020)

32

i10Index(all)

54

i10Index(since 2020)

53

Email

University Profile Page

Google Scholar

Shanghang Zhang Skills & Research Interests

Machine Learning

Top articles of Shanghang Zhang

Intuition-aware Mixture-of-Rank-1-Experts for Parameter Efficient Finetuning

arXiv preprint arXiv:2404.08985

2024/4/13

SpikeNVS: Enhancing Novel View Synthesis from Blurry Images via Spike Camera

arXiv preprint arXiv:2404.06710

2024/4/10

Exploring Sparse Visual Prompt for Domain Adaptive Dense Prediction

Proceedings of the AAAI Conference on Artificial Intelligence

2024/3/24

Efficient Deweahter Mixture-of-Experts with Uncertainty-Aware Feature-Wise Linear Modulation

Proceedings of the AAAI Conference on Artificial Intelligence

2024/3/24

FM-OV3D: Foundation Model-Based Cross-Modal Knowledge Blending for Open-Vocabulary 3D Detection

Proceedings of the AAAI Conference on Artificial Intelligence

2024/3/24

DOZE: A Dataset for Open-Vocabulary Zero-Shot Object Navigation in Dynamic Environments

arXiv preprint arXiv:2402.19007

2024/2/29

Pad: A dataset and benchmark for pose-agnostic anomaly detection

Advances in Neural Information Processing Systems

2024/2/13

Qiang Zhou
Qiang Zhou

H-Index: 8

Shanghang Zhang
Shanghang Zhang

H-Index: 14

Hao Zhao
Hao Zhao

H-Index: 13

EfficientBioAI: making bioimaging AI models efficient in energy and latency

Nature Methods

2024/1/24

Yu Zhou
Yu Zhou

H-Index: 21

Jiajun Cao
Jiajun Cao

H-Index: 4

Shanghang Zhang
Shanghang Zhang

H-Index: 14

VeCAF: VLM-empowered Collaborative Active Finetuning with Training Objective Awareness

arXiv preprint arXiv:2401.07853

2024/1/15

VoroNav: Voronoi-based Zero-shot Object Navigation with Large Language Model

arXiv preprint arXiv:2401.02695

2024/1/5

A Dataset and Benchmark for Copyright Protection from Text-to-Image Diffusion Models

arXiv preprint arXiv:2403.12052

2024/1/4

PiGW: A Plug-in Generative Watermarking Framework

arXiv preprint arXiv:2403.12053

2024/1/4

Lidar-llm: Exploring the potential of large language models for 3d lidar understanding

arXiv preprint arXiv:2312.14074

2023/12/21

Exploring sparse visual prompt for cross-domain semantic segmentation

arXiv preprint arXiv:2303.09792

2023/3/17

Biphasic face photo-sketch synthesis via semantic-driven generative adversarial network with graph representation learning

IEEE Transactions on Neural Networks and Learning Systems

2023/12/19

Frame-Recurrent Video Crowd Counting

IEEE Transactions on Circuits and Systems for Video Technology

2023/3/1

Adaptive Distribution Masked Autoencoders for Continual Test-Time Adaptation

arXiv preprint arXiv:2312.12480

2023/12/19

Customize-It-3D: High-Quality 3D Creation from A Single Image Using Subject-Specific Knowledge Prior

arXiv preprint arXiv:2312.11535

2023/12/15

When Visible Light (Backscatter) Communication Meets Neuromorphic Cameras in V2X

2023/2/22

Gradient-based Parameter Selection for Efficient Fine-Tuning

arXiv preprint arXiv:2312.10136

2023/12/15

Zhi Zhang
Zhi Zhang

H-Index: 8

Zijun Gao
Zijun Gao

H-Index: 1

Shanghang Zhang
Shanghang Zhang

H-Index: 14

See List of Professors in Shanghang Zhang University(University of California, Berkeley)

Co-Authors

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