VITA

Visual Informatics Group @ University of Texas at Austin

Pinned Repositories

AutoGAN
[ICCV 2019] "AutoGAN: Neural Architecture Search for Generative Adversarial Networks" by Xinyu Gong, Shiyu Chang, Yifan Jiang and Zhangyang Wang
Language:Python464 17 1887
DeblurGANv2
[ICCV 2019] "DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better" by Orest Kupyn, Tetiana Martyniuk, Junru Wu, Zhangyang Wang
Language:Python1k 29 129266
EnlightenGAN
[IEEE TIP] "EnlightenGAN: Deep Light Enhancement without Paired Supervision" by Yifan Jiang, Xinyu Gong, Ding Liu, Yu Cheng, Chen Fang, Xiaohui Shen, Jianchao Yang, Pan Zhou, Zhangyang Wang
Language:Python936 20 128201
FasterSeg
[ICLR 2020] "FasterSeg: Searching for Faster Real-time Semantic Segmentation" by Wuyang Chen, Xinyu Gong, Xianming Liu, Qian Zhang, Yuan Li, Zhangyang Wang
Language:Python525 27 65105
FSGS
[ECCV 2024]"FSGS: Real-Time Few-Shot View Synthesis using Gaussian Splatting", Zehao Zhu*, Zhiwen Fan*, Yifan Jiang, Zhangyang Wang
Language:Python406 11 6532
GLNet
[CVPR 2019, Oral] "Collaborative Global-Local Networks for Memory-Efﬁcient Segmentation of Ultra-High Resolution Images" by Wuyang Chen*, Ziyu Jiang*, Zhangyang Wang, Kexin Cui, and Xiaoning Qian
Language:Python347 14 3776
GNT
[ICLR 2023] "Is Attention All NeRF Needs?" by Mukund Varma T*, Peihao Wang* , Xuxi Chen, Tianlong Chen, Subhashini Venugopalan, Zhangyang Wang
Language:Python340 22 2425
LightGaussian
[NeurIPS 2024 Spotlight]"LightGaussian: Unbounded 3D Gaussian Compression with 15x Reduction and 200+ FPS", Zhiwen Fan, Kevin Wang, Kairun Wen, Zehao Zhu, Dejia Xu, Zhangyang Wang
Language:Python586 33 3356
ShapeMatchingGAN
[ICCV 2019, Oral] Controllable Artistic Text Style Transfer via Shape-Matching GAN
Language:Jupyter Notebook423 15 2967
TransGAN
[NeurIPS‘2021] "TransGAN: Two Pure Transformers Can Make One Strong GAN, and That Can Scale Up", Yifan Jiang, Shiyu Chang, Zhangyang Wang
Language:Python1.6k 33 70200

VITA's Repositories

VITA-Group/AutoGAN
[ICCV 2019] "AutoGAN: Neural Architecture Search for Generative Adversarial Networks" by Xinyu Gong, Shiyu Chang, Yifan Jiang and Zhangyang Wang
Language:Python464 17 1887
VITA-Group/NeuralLift-360
[CVPR 2023, Highlight] "NeuralLift-360: Lifting An In-the-wild 2D Photo to A 3D Object with 360° Views", Dejia Xu, Yifan Jiang, Peihao Wang, Zhiwen Fan, Yi Wang, Zhangyang Wang
Language:Python315 18 1122
VITA-Group/SViTE
[NeurIPS'21] "Chasing Sparsity in Vision Transformers: An End-to-End Exploration" by Tianlong Chen, Yu Cheng, Zhe Gan, Lu Yuan, Lei Zhang, Zhangyang Wang
Language:Python90 15 312
VITA-Group/ViT-Anti-Oversmoothing
[ICLR 2022] "Anti-Oversmoothing in Deep Vision Transformers via the Fourier Domain Analysis: From Theory to Practice" by Peihao Wang, Wenqing Zheng, Tianlong Chen, Zhangyang Wang
Language:Python75 9 87
VITA-Group/Unified-LTH-GNN
[ICML 2021] "A Unified Lottery Tickets Hypothesis for Graph Neural Networks", Tianlong Chen*, Yongduo Sui*, Xuxi Chen, Aston Zhang, Zhangyang Wang
Language:Python62 11 715
VITA-Group/UVC
[ICLR 2022] "Unified Vision Transformer Compression" by Shixing Yu*, Tianlong Chen*, Jiayi Shen, Huan Yuan, Jianchao Tan, Sen Yang, Ji Liu, Zhangyang Wang
Language:Python48 9 83
VITA-Group/GNT-MOVE
[ICCV2023] "Enhancing NeRF akin to Enhancing LLMs: Generalizable NeRF Transformer with Mixture-of-View-Experts" by Wenyan Cong, Hanxue Liang, Peihao Wang, Zhiwen Fan, Tianlong Chen, Mukund Varma, Yi Wang, Zhangyang Wang
Language:Python46 14 33
VITA-Group/ChainCoder
[ICML 2023] "Outline, Then Details: Syntactically Guided Coarse-To-Fine Code Generation", Wenqing Zheng, S P Sharan, Ajay Kumar Jaiswal, Kevin Wang, Yihan Xi, Dejia Xu, Zhangyang Wang
Language:Python37 12 24
VITA-Group/Neural-Implicit-Dict
[ICML 2022] "Neural Implicit Dictionary via Mixture-of-Expert Training" by Peihao Wang, Zhiwen Fan, Tianlong Chen, Zhangyang Wang
Language:Python37 9 31
VITA-Group/SteinDreamer
“SteinDreamer: Variance Reduction for Text-to-3D Score Distillation via Stein Identity” by Peihao Wang, Zhiwen Fan, Dejia Xu, Dilin Wang, Sreyas Mohan, Forrest Iandola, Rakesh Ranjan, Yilei Li, Qiang Liu, Zhangyang Wang, Vikas Chandra
34 7 11
VITA-Group/Graph-Mixture-of-Experts
[NeurIPS'23] Graph Mixture of Experts: Learning on Large-Scale Graphs with Explicit Diversity Modeling. Haotao Wang, Ziyu Jiang, Yuning You, Yan Han, Gaowen Liu, Jayanth Srinivasa, Ramana Rao Kompella, Zhangyang Wang
Language:Python30 12 72
VITA-Group/TurbNet
[ECCV 2022] "Single Frame Atmospheric Turbulence Mitigation: A Benchmark Study and A New Physics-Inspired Transformer Model" by Zhiyuan Mao, Ajay Jaiswal, Zhangyang Wang, Stanley Chan.
Language:Python28 11 44
VITA-Group/SMC-Bench
[ICLR 2023] "Sparsity May Cry: Let Us Fail (Current) Sparse Neural Networks Together!" Shiwei Liu, Tianlong Chen, Zhenyu Zhang, Xuxi Chen, Tianjin Huang, AJAY KUMAR JAISWAL, Zhangyang Wang
Language:Python27 11 02
VITA-Group/TEGNAS
"Understanding and Accelerating Neural Architecture Search with Training-Free and Theory-Grounded Metrics" by Wuyang Chen, Xinyu Gong, Yunchao Wei, Humphrey Shi, Zhicheng Yan, Yi Yang, and Zhangyang Wang
Language:Python25 8 44
VITA-Group/PiRN
[ICCV2023] Physics-Driven Turbulence Image Restoration with Stochastic Refinement. Ajay Jaiswal, Xingguang Zhang, Stanley Chan, and Zhangyang Wang
Language:Python18 13 43
VITA-Group/ppt2script
Auto Generate Speech Script From PPT - Based on ChatGPT
Language:Python14 11 00
VITA-Group/Data-Efficient-Scaling
[ICML 2023] "Data Efficient Neural Scaling Law via Model Reusing" by Peihao Wang, Rameswar Panda, Zhangyang Wang
Language:Python13 12 0
VITA-Group/ramanujan-on-pai
[ICLR 2023] 'Revisiting Pruning At Initialization Through The Lens of Ramanujan Graph" by Duc Hoang, Shiwei Liu, Radu Marculescu, Atlas Wang
Language:Jupyter Notebook13 11 0
VITA-Group/Trap-and-Replace-Backdoor-Defense
[NeurIPS'22] Trap and Replace: Defending Backdoor Attacks by Trapping Them into an Easy-to-Replace Subnetwork. Haotao Wang, Junyuan Hong, Aston Zhang, Jiayu Zhou, Zhangyang Wang
Language:Python13 13 10
VITA-Group/MaT-FL
[CVPRW 2023] "Many-Task Federated Learning: A New Problem Setting and A Simple Baseline" by Ruisi Cai, Xiaohan Chen, Shiwei Liu, Jayanth Srinivasa, Myungjin Lee, Ramana Kompella, Zhangyang Wang
Language:Python12 11 11
VITA-Group/graph_ladling
[ICML2023] Graph Ladling: Shockingly Simple Parallel GNN Training without Intermediate Communication. Ajay Jaiswal, Shiwei Liu, Tianlong Chen, Ying Ding, and Zhangyang Wang
Language:Python11 12 11
VITA-Group/instant_soup
[ICML2023] Instant Soup Cheap Pruning Ensembles in A Single Pass Can Draw Lottery Tickets from Large Models. Ajay Jaiswal, Shiwei Liu, Tianlong Chen, Ying Ding, and Zhangyang Wang
Language:Python11 14 22
VITA-Group/DSEE
[ACL 2023] "DSEE: Dually Sparsity-embedded Efficient Tuning of Pre-trained Language Models" by Xuxi Chen, Tianlong Chen, Weizhu Chen, Ahmed Hassan Awadallah, Zhangyang Wang, Yu Cheng
Language:Python9 8 02
VITA-Group/L2PG
[ICML 2023] "Learning to Optimize Differentiable Games" by Xuxi Chen, Nelson Vadori, Tianlong Chen, Zhangyang Wang
Language:Python9 12 0
VITA-Group/CRMoE
[TMLR] “CR-MoE: Consistent Routed Mixture-of-Experts for Scaling Contrastive Learning”, Ziyu Jiang, Guoqing Zheng, Yu Cheng, Ahmed Hassan Awadallah, Zhangyang Wang
Language:Python6 3 0
VITA-Group/PruneCXR
[MICCAI 2023] "How Does Pruning Impact Long-Tailed Multi-Label Medical Image Classifiers?" by Gregory Holste et al.
Language:Python5 11 01
VITA-Group/Chasing-Better-DIPs
[TMLR] "Chasing Better Deep Image Priors between Over- and Under-parameterization" Qiming Wu, Xiaohan Chen, Yifan Jiang, Zhangyang Wang
Language:Jupyter Notebook3 2 0
VITA-Group/Bi-RPT
[CPAL 2024] "Cross-Quality Few-Shot Transfer for Alloy Yield Strength Prediction: A New Materials Science Benchmark and A Sparsity-Oriented Optimization Framework" by Xuxi Chen, Tianlong Chen, Everardo Yeriel Olivares, Kate Elder, Scott K. McCall, Aurelien Pierre Philippe Perron, Joseph T. McKeown, Bhavya Kailkhura, Zhangyang Wang, Brian Gallagher
Language:Python2 10 0
VITA-Group/QuantumSEA
[QCE 2023]"QuantumSEA: In-Time Sparse Exploration for Noise Adaptive Quantum Circuits" Tianlong Chen, Zhenyu Zhang, Hanrui Wang, Jiaqi Gu, Zirui Li, David Z Pan, Frederic T Chong, Song Han, Zhangyang Wang
Language:Python2 11 0
VITA-Group/FullSpectrum-PAI
[NEURIPS'23] "Don’t Just Prune by Magnitude! Your Mask Topology is Another Secret Weapon" Duc Hoang, Souvik Kundu, Shiwei Liu, Zhangyang Wang
11 0