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2020 – today
- 2025
[i12]Xiaoying Xing, Avinab Saha, Junfeng He, Susan Hao, Paul Vicol, Moonkyung Ryu, Gang Li, Sahil Singla, Sarah Young, Yinxiao Li, Feng Yang, Deepak Ramachandran:
Focus-N-Fix: Region-Aware Fine-Tuning for Text-to-Image Generation. CoRR abs/2501.06481 (2025)- 2024
- [c32]Katherine M. Collins, Najoung Kim, Yonatan Bitton, Verena Rieser, Shayegan Omidshafiei, Yushi Hu, Sherol Chen, Senjuti Dutta, Minsuk Chang, Kimin Lee, Youwei Liang, Georgina Evans, Sahil Singla, Gang Li, Adrian Weller, Junfeng He, Deepak Ramachandran, Krishnamurthy Dj Dvijotham:
Beyond Thumbs Up/Down: Untangling Challenges of Fine-Grained Feedback for Text-to-Image Generation. AIES (1) 2024: 293-303 - [c31]Youwei Liang, Junfeng He, Gang Li, Peizhao Li, Arseniy Klimovskiy, Nicholas Carolan, Jiao Sun, Jordi Pont-Tuset, Sarah Young, Feng Yang, Junjie Ke, Krishnamurthy Dj Dvijotham, Katherine M. Collins, Yiwen Luo, Yang Li, Kai J. Kohlhoff, Deepak Ramachandran, Vidhya Navalpakkam:
Rich Human Feedback for Text-to-Image Generation. CVPR 2024: 19401-19411 - [c30]Seung Hyun Lee
, Yinxiao Li, Junjie Ke, Innfarn Yoo, Han Zhang, Jiahui Yu, Qifei Wang, Fei Deng, Glenn Entis, Junfeng He, Gang Li, Sangpil Kim, Irfan Essa, Feng Yang:
Parrot: Pareto-Optimal Multi-reward Reinforcement Learning Framework for Text-to-Image Generation. ECCV (38) 2024: 462-478 - [c29]Peizhao Li, Junfeng He, Gang Li, Rachit Bhargava, Shaolei Shen, Nachiappan Valliappan, Youwei Liang, Hongxiang Gu, Venky Ramachandran, Golnaz Farhadi, Yang Li, Kai Kohlhoff, Vidhya Navalpakkam:
UniAR: A Unified model for predicting human Attention and Responses on visual content. NeurIPS 2024 - [c28]Negar Arabzadeh, Fernando Diaz, Junfeng He:
Offline Evaluation of Set-Based Text-to-Image Generation. SIGIR-AP 2024: 42-53 - [i11]Seung Hyun Lee, Yinxiao Li, Junjie Ke, Innfarn Yoo, Han Zhang, Jiahui Yu, Qifei Wang, Fei Deng, Glenn Entis, Junfeng He, Gang Li, Sangpil Kim, Irfan Essa, Feng Yang:
Parrot: Pareto-optimal Multi-Reward Reinforcement Learning Framework for Text-to-Image Generation. CoRR abs/2401.05675 (2024) - [i10]Katherine M. Collins, Najoung Kim, Yonatan Bitton, Verena Rieser, Shayegan Omidshafiei, Yushi Hu, Sherol Chen, Senjuti Dutta, Minsuk Chang, Kimin Lee, Youwei Liang, Georgina Evans, Sahil Singla, Gang Li, Adrian Weller, Junfeng He, Deepak Ramachandran, Krishnamurthy Dj Dvijotham:
Beyond Thumbs Up/Down: Untangling Challenges of Fine-Grained Feedback for Text-to-Image Generation. CoRR abs/2406.16807 (2024) - [i9]Seung Hyun Lee, Junjie Ke, Yinxiao Li, Junfeng He, Steven Hickson, Katie Datsenko, Sangpil Kim, Ming-Hsuan Yang, Irfan Essa, Feng Yang:
Cropper: Vision-Language Model for Image Cropping through In-Context Learning. CoRR abs/2408.07790 (2024) - [i8]Negar Arabzadeh, Fernando Diaz, Junfeng He:
Offline Evaluation of Set-Based Text-to-Image Generation. CoRR abs/2410.17331 (2024) - 2023
- [j12]Jie Liu, Zijie Chen, Guilin Wen, Junfeng He, Hongxin Wang, Liang Xue, Kai Long, Yi Min Xie:
Origami Chomper-Based Flexible Gripper with Superior Gripping Performances. Adv. Intell. Syst. 5(10) (2023) - [j11]Junfeng He, Zhen-Hui Bu:
Global stability of critical-speed pulsating fronts for degenerate monostable reactions. Commun. Nonlinear Sci. Numer. Simul. 118: 107001 (2023) - [c27]Badih Ghazi, Junfeng He, Kai Kohlhoff, Ravi Kumar, Pasin Manurangsi, Vidhya Navalpakkam, Nachiappan Valliappan:
Differentially Private Heatmaps. AAAI 2023: 7696-7704 - [c26]Shi Chen, Nachiappan Valliappan, Shaolei Shen, Xinyu Ye, Kai Kohlhoff, Junfeng He:
Learning from Unique Perspectives: User-aware Saliency Modeling. CVPR 2023: 2701-2710 - [c25]Yushi Yao, Chang Ye, Junfeng He, Gamaleldin F. Elsayed:
Teacher-generated spatial-attention labels boost robustness and accuracy of contrastive models. CVPR 2023: 23282-23291 - [i7]Jie Liu, Zufeng Pang, Zhiyong Li, Guilin Wen, Zhoucheng Su, Junfeng He, Kaiyue Liu, Dezheng Jiang, Zenan Li, Shouyan Chen, Yang Tian, Yi Min Xie, Zhenpei Wang, Zhuangjian Liu:
OriWheelBot: An origami-wheeled robot. CoRR abs/2310.00033 (2023) - [i6]Peizhao Li, Junfeng He, Gang Li, Rachit Bhargava, Shaolei Shen, Nachiappan Valliappan, Youwei Liang, Hongxiang Gu, Venky Ramachandran, Golnaz Farhadi, Yang Li, Kai J. Kohlhoff, Vidhya Navalpakkam:
UniAR: Unifying Human Attention and Response Prediction on Visual Content. CoRR abs/2312.10175 (2023) - [i5]Youwei Liang, Junfeng He, Gang Li, Peizhao Li, Arseniy Klimovskiy, Nicholas Carolan, Jiao Sun, Jordi Pont-Tuset, Sarah Young, Feng Yang, Junjie Ke, Krishnamurthy Dj Dvijotham, Katie Collins, Yiwen Luo, Yang Li, Kai J. Kohlhoff, Deepak Ramachandran, Vidhya Navalpakkam:
Rich Human Feedback for Text-to-Image Generation. CoRR abs/2312.10240 (2023) - 2022
- [c24]Kfir Aberman, Junfeng He, Yossi Gandelsman, Inbar Mosseri, David E. Jacobs, Kai Kohlhoff, Yael Pritch, Michael Rubinstein:
Deep Saliency Prior for Reducing Visual Distraction. CVPR 2022: 19819-19828 - [i4]Badih Ghazi, Junfeng He, Kai Kohlhoff, Ravi Kumar, Pasin Manurangsi, Vidhya Navalpakkam, Nachiappan Valliappan:
Differentially Private Heatmaps. CoRR abs/2211.13454 (2022) - 2021
- [j10]Xin Liu, Junfeng He:
A well-balanced numerical model for depth-averaged two-layer shallow water flows. Comput. Appl. Math. 40(8) (2021) - [i3]Kfir Aberman, Junfeng He, Yossi Gandelsman, Inbar Mosseri, David E. Jacobs, Kai Kohlhoff, Yael Pritch, Michael Rubinstein:
Deep Saliency Prior for Reducing Visual Distraction. CoRR abs/2109.01980 (2021)
2010 – 2019
- 2019
- [c23]Junfeng He, Khoi Pham, Nachiappan Valliappan, Pingmei Xu, Chase Roberts, Dmitry Lagun, Vidhya Navalpakkam:
On-Device Few-Shot Personalization for Real-Time Gaze Estimation. ICCV Workshops 2019: 1149-1158 - [i2]Aishan Liu, Xianglong Liu, Chongzhi Zhang, Hang Yu, Qiang Liu, Junfeng He:
Training Robust Deep Neural Networks via Adversarial Noise Propagation. CoRR abs/1909.09034 (2019) - 2017
- [j9]Xianglong Liu, Junfeng He, Shih-Fu Chang:
Hash Bit Selection for Nearest Neighbor Search. IEEE Trans. Image Process. 26(11): 5367-5380 (2017) - [i1]Matan Sela, Pingmei Xu, Junfeng He, Vidhya Navalpakkam, Dmitry Lagun:
GazeGAN - Unpaired Adversarial Image Generation for Gaze Estimation. CoRR abs/1711.09767 (2017) - 2015
- [j8]Jae-Pil Heo, Youngwoon Lee, Junfeng He, Shih-Fu Chang, Sung-Eui Yoon:
Spherical Hashing: Binary Code Embedding with Hyperspheres. IEEE Trans. Pattern Anal. Mach. Intell. 37(11): 2304-2316 (2015) - 2014
- [b1]Junfeng He:
Large Scale Nearest Neighbor Search - Theories, Algorithms, and Applications. Columbia University, USA, 2014 - [j7]Xianglong Liu, Junfeng He, Bo Lang:
Multiple feature kernel hashing for large-scale visual search. Pattern Recognit. 47(2): 748-757 (2014) - [c22]Nikita V. Spirin, Junfeng He, Mike Develin, Karrie G. Karahalios, Maxime Boucher:
People Search within an Online Social Network: Large Scale Analysis of Facebook Graph Search Query Logs. CIKM 2014: 1009-1018 - [c21]Xianglong Liu, Junfeng He, Cheng Deng, Bo Lang:
Collaborative Hashing. CVPR 2014: 2147-2154 - 2013
- [c20]Xianglong Liu, Junfeng He, Bo Lang:
Reciprocal Hash Tables for Nearest Neighbor Search. AAAI 2013: 626-632 - [c19]Xianglong Liu, Junfeng He, Bo Lang, Shih-Fu Chang:
Hash Bit Selection: A Unified Solution for Selection Problems in Hashing. CVPR 2013: 1570-1577 - 2012
- [j6]Malcolm Slaney, Yury Lifshits, Junfeng He:
Optimal Parameters for Locality-Sensitive Hashing. Proc. IEEE 100(9): 2604-2623 (2012) - [c18]Junfeng He, Jintao Xiong, Jianyu Yang:
An Improved Regularization-Based Super-Resolution Reconstruction for Multi-frame Passive Millimeter-Wave Images. CIT 2012: 782-786 - [c17]Jae-Pil Heo, Youngwoon Lee, Junfeng He, Shih-Fu Chang, Sung-Eui Yoon:
Spherical hashing. CVPR 2012: 2957-2964 - [c16]Junfeng He, Jinyuan Feng, Xianglong Liu, Tao Cheng, Tai-Hsu Lin, Hyunjin Chung, Shih-Fu Chang:
Mobile product search with Bag of Hash Bits and boundary reranking. CVPR 2012: 3005-3012 - [c15]Junfeng He, Sanjiv Kumar, Shih-Fu Chang:
On the Difficulty of Nearest Neighbor Search. ICML 2012 - [c14]Xianglong Liu, Junfeng He, Di Liu, Bo Lang:
Compact kernel hashing with multiple features. ACM Multimedia 2012: 881-884 - 2011
- [c13]Junfeng He, Hui Sun:
The Analysis of Influence Factors of the Confidence Level on University Students' Network Shopping. CIS 2011: 837-841 - [c12]Junfeng He, Shih-Fu Chang, Regunathan Radhakrishnan, Claus Bauer:
Compact hashing with joint optimization of search accuracy and time. CVPR 2011: 753-760 - [c11]Junfeng He, Tai-Hsu Lin, Jinyuan Feng, Shih-Fu Chang:
Mobile product search with bag of hash bits. ACM Multimedia 2011: 839-840 - 2010
- [c10]Wei Liu, Junfeng He, Shih-Fu Chang:
Large Graph Construction for Scalable Semi-Supervised Learning. ICML 2010: 679-686 - [c9]Junfeng He, Wei Liu, Shih-Fu Chang:
Scalable similarity search with optimized kernel hashing. KDD 2010: 1129-1138
2000 – 2009
- 2009
- [j5]Zhouchen Lin, Junfeng He, Xiaoou Tang, Chi-Keung Tang:
Fast, automatic and fine-grained tampered JPEG image detection via DCT coefficient analysis. Pattern Recognit. 42(11): 2492-2501 (2009) - [c8]Junfeng He, Hui Wang, Ningwu He, Zhigang Sun, Zhenghu Gong:
E2EDSM: An Edge-to-Edge Data Service Model for Mass Streaming Media Transmission. APPT 2009: 246-258 - 2008
- [j4]Zhouchen Lin, Junfeng He, Xiaoou Tang, Chi-Keung Tang:
Limits of Learning-Based Superresolution Algorithms. Int. J. Comput. Vis. 80(3): 406-420 (2008) - [c7]Junfeng He, Shih-Fu Chang, Lexing Xie:
Fast kernel learning for spatial pyramid matching. CVPR 2008 - [c6]Shih-Fu Chang, Junfeng He, Yu-Gang Jiang, Akira Yanagawa, Eric Zavesky, Elie Khoury, Chong-Wah Ngo:
Columbia University/VIREO-CityU/IRIT TRECVID2008 High-Level Feature Extraction and Interactive Video Search. TRECVID 2008 - 2007
- [c5]Zhouchen Lin, Junfeng He, Xiaoou Tang, Chi-Keung Tang:
Limits of Learning-Based Superresolution Algorithms. ICCV 2007: 1-8 - 2006
- [j3]Zhouchen Lin, Junfeng He, Zhicheng Zhong, Rongrong Wang, Heung-Yeung Shum:
Table Detection in Online Ink Notes. IEEE Trans. Pattern Anal. Mach. Intell. 28(8): 1341-1346 (2006) - [c4]Junfeng He, Zhouchen Lin, Lifeng Wang, Xiaoou Tang:
Detecting Doctored JPEG Images Via DCT Coefficient Analysis. ECCV (3) 2006: 423-435 - 2004
- [c3]Junfeng He, Zengke Zhang:
Model Reference Control Based on SVM. ISNN (2) 2004: 138-143
1990 – 1999
- 1999
- [j2]Yibin Yang, Junfeng He, Ming T. Liu:
A medium access control protocol for voice and data integration in receiver-oriented DS-CDMA PCNs. Inf. Softw. Technol. 41(11-12): 755-765 (1999) - 1998
- [j1]Junfeng He, Ming-Tsin Liu, Yibin Yang, Mervin E. Muller:
A MAC protocol supporting wireless video transmission over multi-code CDMA personal communication networks. Comput. Commun. 21(14): 1256-1268 (1998) - [c2]Junfeng He, Ming T. Liu, Mervin E. Muller:
Performance of Voice/Data Integration for Two MAC Protocols in DS-CDMA Wireless Networks. ICNP 1998: 319-326 - [c1]Junfeng He, Ming T. Liu:
Two medium access control schemes for DS-CDMA personal communication networks. PIMRC 1998: 1373-1377
Coauthor Index
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