Lijie Fan

According to our database, Lijie Fan authored at least 22 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Visual Representation Learning from Synthetic Data

Lijie Fan

PhD thesis, 2024

Fluid: Scaling Autoregressive Text-to-image Generative Models with Continuous Tokens.

Lijie Fan, Tianhong Li, Siyang Qin, Yuanzhen Li, Chen Sun, Michael Rubinstein, Deqing Sun, Kaiming He, Yonglong Tian

CoRR, 2024

Learning Vision from Models Rivals Learning Vision from Data.

Yonglong Tian, Lijie Fan, Kaifeng Chen, Dina Katabi, Dilip Krishnan, Phillip Isola

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Scaling Laws of Synthetic Images for Model Training ... for Now.

Lijie Fan, Kaifeng Chen, Dilip Krishnan, Dina Katabi, Phillip Isola, Yonglong Tian

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Evolutionary characteristics of global offshore carbon emissions network and responsibility allocation of emissions reduction.

Bo Lu, Yue Sun, Lijie Fan, Xuejiao Ma, Hongbo Duan

Patterns, October, 2023

Reparo: Loss-Resilient Generative Codec for Video Conferencing.

Tianhong Li, Vibhaalakshmi Sivaraman, Lijie Fan, Mohammad Alizadeh, Dina Katabi

CoRR, 2023

Addressing Feature Suppression in Unsupervised Visual Representations.

Tianhong Li, Lijie Fan, Yuan Yuan, Hao He, Yonglong Tian, Rogério Feris, Piotr Indyk, Dina Katabi

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

StableRep: Synthetic Images from Text-to-Image Models Make Strong Visual Representation Learners.

Yonglong Tian, Lijie Fan, Phillip Isola, Huiwen Chang, Dilip Krishnan

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Improving CLIP Training with Language Rewrites.

Lijie Fan, Dilip Krishnan, Phillip Isola, Dina Katabi, Yonglong Tian

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Visual Dependency Transformers: Dependency Tree Emerges from Reversed Attention.

Mingyu Ding, Yikang Shen, Lijie Fan, Zhenfang Chen, Zitian Chen, Ping Luo, Joshua B. Tenenbaum, Chuang Gan

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Unsupervised Learning for Human Sensing Using Radio Signals.

Tianhong Li, Lijie Fan, Yuan Yuan, Dina Katabi

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Targeted Supervised Contrastive Learning for Long-Tailed Recognition.

Tianhong Li, Peng Cao, Yuan Yuan, Lijie Fan, Yuzhe Yang, Rogério Feris, Piotr Indyk, Dina Katabi

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

When does Contrastive Learning Preserve Adversarial Robustness from Pretraining to Finetuning?

Lijie Fan, Sijia Liu, Pin-Yu Chen, Gaoyuan Zhang, Chuang Gan

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Information-Preserving Contrastive Learning for Self-Supervised Representations.

Tianhong Li, Lijie Fan, Yuan Yuan, Hao He, Yonglong Tian, Dina Katabi

CoRR, 2020

In-Home Daily-Life Captioning Using Radio Signals.

Lijie Fan, Tianhong Li, Yuan Yuan, Dina Katabi

Proceedings of the Computer Vision - ECCV 2020, 2020

Learning Longterm Representations for Person Re-Identification Using Radio Signals.

Lijie Fan, Tianhong Li, Rongyao Fang, Rumen Hristov, Yuan Yuan, Dina Katabi

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Toward Efficient Action Recognition: Principal Backpropagation for Training Two-Stream Networks.

Wen-bing Huang, Lijie Fan, Mehrtash Harandi, Lin Ma, Huaping Liu, Wei Liu, Chuang Gan

IEEE Trans. Image Process., 2019

Making the Invisible Visible: Action Recognition Through Walls and Occlusions.

Tianhong Li, Lijie Fan, Mingmin Zhao, Yingcheng Liu, Dina Katabi

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Controllable Image-to-Video Translation: A Case Study on Facial Expression Generation.

Lijie Fan, Wenbing Huang, Chuang Gan, Junzhou Huang, Boqing Gong

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

End-to-End Learning of Motion Representation for Video Understanding.

Lijie Fan, Wen-bing Huang, Chuang Gan, Stefano Ermon, Boqing Gong, Junzhou Huang

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

Efficient Optimization for Linear Dynamical Systems with Applications to Clustering and Sparse Coding.

Wen-bing Huang, Mehrtash Harandi, Tong Zhang, Lijie Fan, Fuchun Sun, Junzhou Huang

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

2015

Compressed sensing digital receiver and orthogonal reconstructing algorithm for wideband ISAR radar.

Qingkai Hou, Yang Liu, Lijie Fan, Shaoying Su

Sci. China Inf. Sci., 2015