{"payload":{"pageCount":7,"repositories":[{"type":"Public","name":"4DGen","owner":"VITA-Group","isFork":false,"description":"\"4DGen: Grounded 4D Content Generation with Spatial-temporal Consistency\", Yuyang Yin*, Dejia Xu*, Zhangyang Wang, Yao Zhao, Yunchao Wei","allTopics":["4d","generative-ai","gaussian-splatting","image-to-4d"],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":2,"starsCount":189,"forksCount":9,"license":null,"participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-06-08T11:40:03.925Z"}},{"type":"Public","name":"LoCoCo","owner":"VITA-Group","isFork":false,"description":"[ICML‘2024] \"LoCoCo: Dropping In Convolutions for Long Context Compression\", Ruisi Cai, Yuandong Tian, Zhangyang Wang, Beidi Chen","allTopics":[],"primaryLanguage":null,"pullRequestCount":0,"issueCount":0,"starsCount":1,"forksCount":0,"license":null,"participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-06-08T01:56:51.150Z"}},{"type":"Public","name":"Diffusion4D","owner":"VITA-Group","isFork":false,"description":"\"Diffusion4D: Fast Spatial-temporal Consistent 4D Generation via Video Diffusion Models\", Hanwen Liang*, Yuyang Yin*, Dejia Xu, Hanxue Liang, Zhangyang Wang, Konstantinos N. Plataniotis, Yao Zhao, Yunchao Wei","allTopics":["4d","generative-ai","text-to-4d","image-to-4d"],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":2,"starsCount":100,"forksCount":1,"license":null,"participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-06-06T22:26:28.794Z"}},{"type":"Public","name":"VITA-Group.github.io","owner":"VITA-Group","isFork":false,"description":"","allTopics":[],"primaryLanguage":{"name":"Jupyter Notebook","color":"#DA5B0B"},"pullRequestCount":0,"issueCount":0,"starsCount":5,"forksCount":3,"license":null,"participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-06-04T11:03:36.622Z"}},{"type":"Public","name":"Q-Hitter","owner":"VITA-Group","isFork":false,"description":"","allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":0,"starsCount":2,"forksCount":0,"license":"MIT License","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-06-04T06:48:51.364Z"}},{"type":"Public","name":"Junk_DNA_Hypothesis","owner":"VITA-Group","isFork":false,"description":"\"Junk DNA Hypothesis: A Task-Centric Angle of LLM Pre-trained Weights through Sparsity\" Lu Yin, Shiwei Liu, Ajay Jaiswal, Souvik Kundu, Zhangyang Wang","allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":0,"starsCount":13,"forksCount":2,"license":null,"participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-06-02T23:34:29.064Z"}},{"type":"Public","name":"WeLore","owner":"VITA-Group","isFork":false,"description":"","allTopics":[],"primaryLanguage":null,"pullRequestCount":0,"issueCount":0,"starsCount":0,"forksCount":0,"license":null,"participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-06-01T18:00:35.627Z"}},{"type":"Public","name":"DP-OPT","owner":"VITA-Group","isFork":false,"description":"[ICLR'24 Spotlight] DP-OPT: Make Large Language Model Your Privacy-Preserving Prompt Engineer","allTopics":["privacy","llama","transfer-learning","gradio","vicuna","prompt-tuning","llm","prompt-engineering","chatgpt"],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":1,"issueCount":0,"starsCount":24,"forksCount":6,"license":"MIT License","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-05-30T15:26:55.443Z"}},{"type":"Public","name":"Shake-to-Leak","owner":"VITA-Group","isFork":false,"description":"","allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":0,"starsCount":7,"forksCount":0,"license":"MIT License","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-05-29T16:01:15.201Z"}},{"type":"Public","name":"SparseCocktail","owner":"VITA-Group","isFork":false,"description":"","allTopics":[],"primaryLanguage":null,"pullRequestCount":0,"issueCount":0,"starsCount":0,"forksCount":0,"license":"MIT License","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-05-26T14:18:36.784Z"}},{"type":"Public","name":"ProgressiveDD","owner":"VITA-Group","isFork":false,"description":"[ICLR 2024] \"Data Distillation Can Be Like Vodka: Distilling More Times For Better Quality\" by Xuxi Chen*, Yu Yang*, Zhangyang Wang, Baharan Mirzasoleiman","allTopics":["dataset-distillation"],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":0,"starsCount":4,"forksCount":0,"license":null,"participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-05-18T17:36:39.451Z"}},{"type":"Public","name":"Ms-PoE","owner":"VITA-Group","isFork":false,"description":"\"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.","allTopics":["positional-encoding","large-language-models","long-context","lost-in-the-middle"],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":1,"issueCount":2,"starsCount":15,"forksCount":1,"license":"MIT License","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-05-07T09:42:12.102Z"}},{"type":"Public","name":"LLaGA","owner":"VITA-Group","isFork":false,"description":"Official code for LLaGA: Large Language and Graph Assistant","allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":1,"starsCount":37,"forksCount":2,"license":"Apache License 2.0","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-05-03T15:11:51.830Z"}},{"type":"Public","name":"EnlightenGAN","owner":"VITA-Group","isFork":false,"description":"[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","allTopics":["pytorch","gan","unsupervised-learning","generative-adversarial-networks","low-light","low-light-enhance"],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":15,"starsCount":886,"forksCount":198,"license":"Other","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-04-25T07:46:42.561Z"}},{"type":"Public","name":"ViHGNN","owner":"VITA-Group","isFork":false,"description":"[ICCV2023] \"Vision HGNN: An Image is More than a Graph of Nodes\" by Yan Han, Peihao Wang, Souvik Kundu, Ying Ding, and Zhangyang Wang","allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":8,"starsCount":25,"forksCount":5,"license":"MIT License","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-04-09T23:02:34.378Z"}},{"type":"Public","name":"MM3DGS-SLAM","owner":"VITA-Group","isFork":false,"description":"","allTopics":[],"primaryLanguage":{"name":"JavaScript","color":"#f1e05a"},"pullRequestCount":0,"issueCount":2,"starsCount":21,"forksCount":2,"license":null,"participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-04-04T21:04:28.251Z"}},{"type":"Public","name":"GNT","owner":"VITA-Group","isFork":false,"description":"[ICLR 2023] \"Is Attention All NeRF Needs?\" by Mukund Varma T*, Peihao Wang* , Xuxi Chen, Tianlong Chen, Subhashini Venugopalan, Zhangyang Wang","allTopics":["transformer","neural-rendering","neural-radiance-fields"],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":10,"starsCount":331,"forksCount":24,"license":"MIT License","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-04-03T23:57:50.366Z"}},{"type":"Public","name":"Comp4D","owner":"VITA-Group","isFork":false,"description":"\"Comp4D: LLM-Guided Compositional 4D Scene Generation\", Dejia Xu*, Hanwen Liang*, Neel P. Bhatt, Hezhen Hu, Hanxue Liang, Konstantinos N. Plataniotis, and Zhangyang Wang","allTopics":["4d","generative-ai","gaussian-splatting","text-to-4d"],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":0,"starsCount":50,"forksCount":1,"license":null,"participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-04-02T02:27:24.060Z"}},{"type":"Public","name":"LightGaussian","owner":"VITA-Group","isFork":false,"description":"\"LightGaussian: Unbounded 3D Gaussian Compression with 15x Reduction and 200+ FPS\", Zhiwen Fan, Kevin Wang, Kairun Wen, Zehao Zhu, Dejia Xu, Zhangyang Wang","allTopics":["3d-reconstruction","efficient-inference","gaussian-splatting"],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":1,"issueCount":11,"starsCount":483,"forksCount":34,"license":"Other","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-03-27T08:37:53.209Z"}},{"type":"Public","name":"llm-kick","owner":"VITA-Group","isFork":false,"description":"[ICLR 2024] Jaiswal, A., Gan, Z., Du, X., Zhang, B., Wang, Z., & Yang, Y. Compressing llms: The truth is rarely pure and never simple.","allTopics":["llm-inference","llm-evaluation","llm-compression","llm-pruning"],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":1,"starsCount":10,"forksCount":2,"license":null,"participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-03-13T22:25:25.737Z"}},{"type":"Public","name":"FSGS","owner":"VITA-Group","isFork":false,"description":"\"FSGS: Real-Time Few-Shot View Synthesis using Gaussian Splatting\", Zehao Zhu, Zhiwen Fan, Yifan Jiang, Zhangyang Wang","allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":17,"starsCount":283,"forksCount":18,"license":"Other","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-02-27T03:24:21.674Z"}},{"type":"Public","name":"LiGO","owner":"VITA-Group","isFork":false,"description":"[ICLR 2023] \"Learning to Grow Pretrained Models for Efficient Transformer Training\" by Peihao Wang, Rameswar Panda, Lucas Torroba Hennigen, Philip Greengard, Leonid Karlinsky, Rogerio Feris, David Cox, Zhangyang Wang, Yoon Kim","allTopics":["transformers","efficient-training","large-language-models","model-reusing"],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":0,"starsCount":75,"forksCount":8,"license":"MIT License","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-02-26T17:40:13.598Z"}},{"type":"Public","name":"HardFocusTraining","owner":"VITA-Group","isFork":false,"description":"[Preprint] \"Take the Bull by the Horns: Hard Sample-Reweighted Continual Training Improves LLM Generalization\" by Xuxi Chen, Zhendong Wang, Daouda Sow, Junjie Yang, Tianlong Chen, Yingbin Liang, Mingyuan Zhou, Zhangyang Wang","allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":0,"starsCount":3,"forksCount":1,"license":null,"participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-02-20T23:10:12.497Z"}},{"type":"Public","name":"principled_scaling_lr_init","owner":"VITA-Group","isFork":false,"description":"","allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":0,"starsCount":5,"forksCount":0,"license":"MIT License","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-02-12T11:38:37.390Z"}},{"type":"Public","name":"3D-Mode-Collapse","owner":"VITA-Group","isFork":false,"description":"\"Taming Mode Collapse in Score Distillation for Text-to-3D Generation\" by Peihao Wang, Dejia Xu, Zhiwen Fan, Dilin Wang, Sreyas Mohan, Forrest Iandola, Rakesh Ranjan, Yilei Li, Qiang Liu, Zhangyang Wang, Vikas Chandra","allTopics":["diffusion-models","mode-collapse","text-to-3d","generative-ai","score-distillation","janus-artifacts"],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":0,"starsCount":40,"forksCount":0,"license":null,"participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-02-02T00:19:55.772Z"}},{"type":"Public","name":"PruneCXR","owner":"VITA-Group","isFork":false,"description":"[MICCAI 2023] \"How Does Pruning Impact Long-Tailed Multi-Label Medical Image Classifiers?\" by Gregory Holste et al.","allTopics":["deep-learning","pruning","chest-xray","long-tailed-learning","miccai2023"],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":0,"starsCount":4,"forksCount":1,"license":null,"participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-01-27T21:26:12.383Z"}},{"type":"Public","name":"AutoGAN","owner":"VITA-Group","isFork":false,"description":"[ICCV 2019] \"AutoGAN: Neural Architecture Search for Generative Adversarial Networks\" by Xinyu Gong, Shiyu Chang, Yifan Jiang and Zhangyang Wang","allTopics":["pytorch","gan","cifar10","autogan","neural-architecture-search"],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":2,"issueCount":2,"starsCount":461,"forksCount":84,"license":"MIT License","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-01-25T01:49:39.526Z"}},{"type":"Public","name":"CRMoE","owner":"VITA-Group","isFork":false,"description":"[TMLR] “CR-MoE: Consistent Routed Mixture-of-Experts for Scaling Contrastive Learning”, Ziyu Jiang, Guoqing Zheng, Yu Cheng, Ahmed Hassan Awadallah, Zhangyang Wang","allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":0,"starsCount":4,"forksCount":0,"license":null,"participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-01-23T05:49:31.398Z"}},{"type":"Public","name":"Neural-Implicit-Dict","owner":"VITA-Group","isFork":false,"description":"[ICML 2022] \"Neural Implicit Dictionary via Mixture-of-Expert Training\" by Peihao Wang, Zhiwen Fan, Tianlong Chen, Zhangyang Wang","allTopics":["dictionary-learning","mixture-of-experts","neural-implicit-representations"],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":0,"starsCount":31,"forksCount":1,"license":"MIT License","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-01-11T08:11:58.859Z"}},{"type":"Public","name":"ViT-Anti-Oversmoothing","owner":"VITA-Group","isFork":false,"description":"[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","allTopics":["signal-processing","fourier-analysis","vision-transformer","oversmoothing"],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":0,"starsCount":75,"forksCount":7,"license":"MIT License","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-01-06T00:41:50.146Z"}}],"repositoryCount":198,"userInfo":null,"searchable":true,"definitions":[],"typeFilters":[{"id":"all","text":"All"},{"id":"public","text":"Public"},{"id":"source","text":"Sources"},{"id":"fork","text":"Forks"},{"id":"archived","text":"Archived"},{"id":"template","text":"Templates"}],"compactMode":false},"title":"Repositories"}