🧑‍🔬 Zhe Gan — all works

37 works · ← Zhe Gan

1. UNITER: UNiversal Image-TExt Representation LearningLecture notes in computer scienceYen-Chun Chen, Linjie Li, Licheng Yu, et al.2019 · 2,418 citations
2. Patient Knowledge Distillation for BERT Model CompressionarXiv:1908.09355Siqi Sun, Yu Cheng, Zhe Gan, et al.2019 · 947 citations
3. Less is More: CLIPBERT for Video-and-Language Learning via Sparse Sampling ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetJie Lei et al.2021 · 663 citations
4. Semantic Compositional Networks for Visual Captioning ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetZhe Gan et al.2017 · 493 citations
5. HERO: Hierarchical Encoder for Video+Language Omni-representation Pre-trainingConference on Empirical Methods in Natural Language Processing (EMNLP)Linjie Li, Yen-Chun Chen, Yu Cheng, et al.2020 · 481 citations
6. FreeLB: Enhanced Adversarial Training for Natural Language UnderstandingarXiv:1909.11764Chen Zhu, Yu Cheng, Zhe Gan, et al.2019 · 452 citations
7. An Empirical Study of GPT-3 for Few-Shot Knowledge-Based VQA ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetZhengyuan Yang et al.2022 · 425 citations
8. Relation-Aware Graph Attention Network for Visual Question Answering ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetLinjie Li et al.2019 · 399 citations
9. An Empirical Study of Training End-to-End Vision-and-Language Transformers ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetZi-Yi Dou et al.2022 · 397 citations
10. Discourse-Aware Neural Extractive Text SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL)Jiacheng Xu, Zhe Gan, Yu Cheng, et al.2019 · 385 citations
11. StyleNet: Generating Attractive Visual Captions with Styles ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetChuang Gan et al.2017 · 324 citations
12. SwinBERT: End-to-End Transformers with Sparse Attention for Video Captioning ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetKevin Lin et al.2022 · 320 citations
13. GIT: A Generative Image-to-text Transformer for Vision and Language ↗arXiv:2205.14100 · no summary yetJianfeng Wang et al.2022 · 319 citations
14. StoryGAN: A Sequential Conditional GAN for Story Visualization ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetYitong Li et al.2019 · 249 citations
15. Hierarchical Graph Network for Multi-hop Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP)Yuwei Fang, Siqi Sun, Zhe Gan, et al.2020 · 243 citations
16. Scaling Up Vision-Language Pretraining for Image Captioning ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetXiaowei Hu et al.2022 · 237 citations
17. Generalized Decoding for Pixel, Image, and Language ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetXueyan Zou et al.2023 · 219 citations
18. Prompting GPT-3 To Be ReliablearXiv:2210.09150Chenglei Si, Zhe Gan, Zhengyuan Yang, et al.2022 · 210 citations
19. Multi-Fact Correction in Abstractive Text SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP)Yue Dong, Shuohang Wang, Zhe Gan, et al.2020 · 163 citations
20. Distilling Knowledge Learned in BERT for Text Generation ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetYen-Chun Chen et al.2020 · 156 citations
21. Multi-step Reasoning via Recurrent Dual Attention for Visual Dialog ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetZhe Gan et al.2019 · 136 citations
22. Learning Generic Sentence Representations Using Convolutional Neural Networks ↗Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing · no summary yetZhe Gan et al.2017 · 118 citations
23. POINTER: Constrained Progressive Text Generation via Insertion-based Generative Pre-training ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetYizhe Zhang et al.2020 · 116 citations
24. Contrastive Distillation on Intermediate Representations for Language Model Compression ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetSiqi Sun et al.2020 · 103 citations
25. Topic-Guided Variational Auto-Encoder for Text Generation ↗Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers) · no summary yetWenlin Wang et al.2019 · 91 citations
26. Domain Adaptive Text Style Transfer ↗Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · no summary yetDianqi Li et al.2019 · 83 citations
27. What Makes A Good Story? Designing Composite Rewards for Visual Storytelling ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetJunjie Hu et al.2020 · 80 citations
28. TIGEr: Text-to-Image Grounding for Image Caption Evaluation ↗Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · no summary yetMing Jiang et al.2019 · 79 citations
29. Adversarial Domain Adaptation for Machine Reading Comprehension ↗Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · no summary yetHuazheng Wang et al.2019 · 78 citations
30. An Empirical Study of End-to-End Video-Language Transformers with Masked Visual Modeling ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetTsu-Jui Fu et al.2023 · 66 citations
31. VALUE: A Multi-Task Benchmark for Video-and-Language Understanding Evaluation ↗arXiv (Cornell University) · no summary yetLinjie Li et al.2021 · 53 citations
32. Contextual Text Style Transfer ↗Findings of the Association for Computational Linguistics: EMNLP 2020 · no summary yetYu Cheng et al.2020 · 45 citations
33. Improve Vision Language Model Chain-of-thought ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL)Ruohong Zhang, Bowen Zhang, Yanghao Li, et al.2025 · 42 citations
34. An Empirical Study of Multimodal Model Merging ↗Findings of the Association for Computational Linguistics: EMNLP 2023 · no summary yetYi-Lin Sung et al.2023 · 37 citations
35. Diagnostic Benchmark and Iterative Inpainting for Layout-Guided Image Generation ↗IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · no summary yetJaemin Cho et al.2024 · 9 citations
36. MLP Architectures for Vision-and-Language Modeling: An Empirical Study ↗arXiv (Cornell University) · no summary yetYixin Nie et al.2021 · 6 citations
37. SO-Bench: A Structural Output Evaluation of Multimodal LLMs ↗arXiv (Cornell University) · no summary yetDi Feng et al.2025

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