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Projects in Awesome Lists by VITA-Group

A curated list of projects in awesome lists by VITA-Group .

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https://github.com/VITA-Group/TransGAN

[NeurIPS‘2021] "TransGAN: Two Pure Transformers Can Make One Strong GAN, and That Can Scale Up", Yifan Jiang, Shiyu Chang, Zhangyang Wang

gan pytorch transformer transformer-encoder transformer-models

Last synced: 03 Aug 2024

https://github.com/VITA-Group/DeblurGANv2

[ICCV 2019] "DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better" by Orest Kupyn, Tetiana Martyniuk, Junru Wu, Zhangyang Wang

deblurgan deep-learning generative-adversarial-network iccv iccv2019 low-level-vision pytorch ukraine

Last synced: 07 Aug 2024

https://github.com/VITA-Group/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

gan generative-adversarial-networks low-light low-light-enhance pytorch unsupervised-learning

Last synced: 01 Aug 2024

https://github.com/VITA-Group/FasterSeg

[ICLR 2020] "FasterSeg: Searching for Faster Real-time Semantic Segmentation" by Wuyang Chen, Xinyu Gong, Xianming Liu, Qian Zhang, Yuan Li, Zhangyang Wang

cityscapes latency neural-architecture-search pytorch semantic-segmentation tensorrt

Last synced: 07 Aug 2024

https://vita-group.github.io/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

image-to-3d nerf neural-radiance-fields pytorch stable-diffusion text-to-3d

Last synced: 31 Jul 2024

https://github.com/VITA-Group/SLaK

[ICLR 2023] "More ConvNets in the 2020s: Scaling up Kernels Beyond 51x51 using Sparsity"; [ICML 2023] "Are Large Kernels Better Teachers than Transformers for ConvNets?"

51x51 convnet deep-learning dynamic-sparsity knowledge-distillation large-kernels object-detection pytorch segmentation

Last synced: 31 Jul 2024

https://github.com/VITA-Group/AsViT

[ICLR 2022] "As-ViT: Auto-scaling Vision Transformers without Training" by Wuyang Chen, Wei Huang, Xianzhi Du, Xiaodan Song, Zhangyang Wang, Denny Zhou

network-complexity neural-architecture-search vision-transformer

Last synced: 01 Aug 2024

https://github.com/VITA-Group/CV_LTH_Pre-training

[CVPR 2021] "The Lottery Tickets Hypothesis for Supervised and Self-supervised Pre-training in Computer Vision Models" Tianlong Chen, Jonathan Frankle, Shiyu Chang, Sijia Liu, Yang Zhang, Michael Carbin, Zhangyang Wang

imagenet-pr lottery-ticket-hypothesis moco pre-training simclr simclrv2 transfer transfer-learning

Last synced: 03 Aug 2024

https://github.com/VITA-Group/L2-GCN

[CVPR 2020] L2-GCN: Layer-Wise and Learned Efficient Training of Graph Convolutional Networks

efficient-training gcn graph-convolutional-networks learning-to-learn

Last synced: 08 Aug 2024

https://github.com/VITA-Group/Lifelong-Learning-LTH

[ICLR 2021] "Long Live the Lottery: The Existence of Winning Tickets in Lifelong Learning" by Tianlong Chen*, Zhenyu Zhang*, Sijia Liu, Shiyu Chang, Zhangyang Wang

continue-learning lifelong-learning lottery-ticket-hypothesis lth winning-tickets

Last synced: 03 Aug 2024

https://github.com/VITA-Group/Ms-PoE

"Found in the Middle: How Language Models Use Long Contexts Better via Plug-and-Play Positional Encoding" Zhenyu Zhang, Runjin Chen, Shiwei Liu, Zhewei Yao, Olatunji Ruwase, Beidi Chen, Xiaoxia Wu, Zhangyang Wang.

large-language-models long-context lost-in-the-middle positional-encoding

Last synced: 04 Aug 2024

https://github.com/VITA-Group/3D_Adversarial_Logo

[Preprint] "Can 3D Adversarial Logos Cloak Humans?"

3d-mesh adversarial-attacks cloak detection detector logos

Last synced: 02 Aug 2024