Kilian Q. Weinberger

Most-cited papers

BERTScore: Evaluating Text Generation with BERT
Tianyi Zhang, Varsha Kishore, Felix Wu, Kilian Q. Weinberger +1 more
2019International Conference on Learning Representations10K citations
Semantic Scholar
Simplifying Graph Convolutional Networks
Felix Wu, Tianyi Zhang, A. Souza, C. Fifty +2 more
2019International Conference on Machine Learning4,075 citations
Semantic Scholar
Language-driven Semantic Segmentation
Boyi Li, Kilian Q. Weinberger, S. Belongie, V. Koltun +1 more
2022International Conference on Learning Representations1,001 citations
Semantic Scholar
Simple Black-box Adversarial Attacks
Chuan Guo, J. Gardner, Yurong You, A. Wilson +1 more
2019International Conference on Machine Learning735 citations
Semantic Scholar
Convolutional Networks with Dense Connectivity
Gao Huang, Zhuang Liu, Geoff Pleiss, L. van der Maaten +1 more
2019IEEE Transactions on Pattern Analysis and Machine Intelligence565 citations Open access
Semantic Scholar
Revisiting Few-sample BERT Fine-tuning
Tianyi Zhang, Felix Wu, Arzoo Katiyar, Kilian Q. Weinberger +1 more
2020International Conference on Learning Representations522 citations
Semantic Scholar
Pseudo-LiDAR++: Accurate Depth for 3D Object Detection in Autonomous Driving
Yurong You, Yan Wang, Wei-Lun Chao, D. Garg +4 more
2019International Conference on Learning Representations456 citations
Semantic Scholar
Identifying Mislabeled Data using the Area Under the Margin Ranking
Geoff Pleiss, Tianyi Zhang, Ethan R. Elenberg, Kilian Q. Weinberger
2020Neural Information Processing Systems409 citations
Semantic Scholar
SimpleShot: Revisiting Nearest-Neighbor Classification for Few-Shot Learning
Yan Wang, Wei-Lun Chao, Kilian Q. Weinberger, L. van der Maaten
2019arXiv.org403 citations
Semantic Scholar
Exact Gaussian Processes on a Million Data Points
K. Wang, Geoff Pleiss, J. Gardner, Stephen Tyree +2 more
2019Neural Information Processing Systems269 citations
Semantic Scholar
Train in Germany, Test in the USA: Making 3D Object Detectors Generalize
Yan Wang, Xiangyu Chen, Yurong You, Li-Er-Ran Li +4 more
2020Computer Vision and Pattern Recognition232 citations Open access
Semantic Scholar
End-to-End Pseudo-LiDAR for Image-Based 3D Object Detection
Rui Qian, D. Garg, Yan Wang, Yurong You +5 more
2020Computer Vision and Pattern Recognition204 citations Open access
Semantic Scholar
Latent Diffusion for Language Generation
Justin Lovelace, Varsha Kishore, Chao-gang Wan, Eliot Shekhtman +1 more
2022Neural Information Processing Systems189 citations Open access
Semantic Scholar
On Feature Normalization and Data Augmentation
Boyi Li, Felix Wu, Ser-Nam Lim, Serge J. Belongie +1 more
2020Computer Vision and Pattern Recognition168 citations Open access
Semantic Scholar
Performance-Efficiency Trade-Offs in Unsupervised Pre-Training for Speech Recognition
Felix Wu, Kwangyoun Kim, Jing Pan, Kyu J. Han +2 more
2021IEEE International Conference on Acoustics, Speech, and Signal Processing154 citations
Semantic Scholar
Positional Normalization
Boyi Li, Felix Wu, Kilian Q. Weinberger, Serge J. Belongie
2019Neural Information Processing Systems112 citations
Semantic Scholar
A New Defense Against Adversarial Images: Turning a Weakness into a Strength
Shengyuan Hu, Tao Yu, Chuan Guo, Wei-Lun Chao +1 more
2019Neural Information Processing Systems112 citations
Semantic Scholar
Deep Co-Training with Task Decomposition for Semi-Supervised Domain Adaptation
Luyu Yang, Yan Wang, Mingfei Gao, Abhinav Shrivastava +3 more
2020IEEE International Conference on Computer Vision100 citations Open access
Semantic Scholar
Don't Trust: Verify - Grounding LLM Quantitative Reasoning with Autoformalization
Jin-Peng Zhou, Charles Staats, Wenda Li, C. Szegedy +2 more
2024International Conference on Learning Representations90 citations
Semantic Scholar
Unsupervised Out-of-Distribution Detection with Diffusion Inpainting
Zhenzhen Liu, Jin-Peng Zhou, Yufan Wang, Kilian Q. Weinberger
2023International Conference on Machine Learning81 citations Open access
Semantic Scholar
Ithaca365: Dataset and Driving Perception under Repeated and Challenging Weather Conditions
Carlos Diaz-Ruiz, You-Ya Xia, Yurong You, Jose Nino +10 more
2022Computer Vision and Pattern Recognition80 citations Open access
Semantic Scholar
Rethinking LLM Unlearning Objectives: A Gradient Perspective and Go Beyond
Qi-Zhou Wang, Jin-Peng Zhou, Zhan-Ke Zhou, Saebyeol Shin +2 more
2025International Conference on Learning Representations79 citations
Semantic Scholar
Wasserstein Distances for Stereo Disparity Estimation
D. Garg, Yan Wang, B. Hariharan, Mark E. Campbell +2 more
2020Neural Information Processing Systems79 citations
Semantic Scholar
Online Adaptation to Label Distribution Shift
Ruihan Wu, Chuan Guo, Yi-Hsun Su, Kilian Q. Weinberger
2021Neural Information Processing Systems77 citations
Semantic Scholar
Augmenting Lane Perception and Topology Understanding with Standard Definition Navigation Maps
Ka-Tie Z. Luo, Xinshuo Weng, Yan Wang, Shuang Wu +4 more
2023IEEE International Conference on Robotics and Automation72 citations Open access
Semantic Scholar
Fixed Neural Network Steganography: Train the images, not the network
Varsha Kishore, Xiangyu Chen, Yan Wang, Boyi Li +1 more
2022International Conference on Learning Representations67 citations
Semantic Scholar
Learning to Detect Mobile Objects from LiDAR Scans Without Labels
Yurong You, Katie Luo, Cheng Perng Phoo, Wei-Lun Chao +4 more
2022Computer Vision and Pattern Recognition61 citations Open access
Semantic Scholar
Learning to Invert: Simple Adaptive Attacks for Gradient Inversion in Federated Learning
Ruihan Wu, Xiangyu Chen, Chuan Guo, Kilian Q. Weinberger
2022Conference on Uncertainty in Artificial Intelligence58 citations Open access
Semantic Scholar
Correlator convolutional neural networks as an interpretable architecture for image-like quantum matter data
Cole Miles, A. Bohrdt, Ruihan Wu, C. Chiu +6 more
2020Nature Communications57 citations Open access
Semantic Scholar
Denoising Vision Transformers
Jia-Wei Yang, Ka-Tie Z. Luo, Jie-Feng Li, Cong-Yue Deng +5 more
2024European Conference on Computer Vision56 citations
Semantic Scholar
Machine learning discovery of new phases in programmable quantum simulator snapshots
Cole Miles, R. Samajdar, S. Ebadi, Tout T. Wang +6 more
2021Physical Review Research56 citations Open access
Semantic Scholar
Wav2Seq: Pre-Training Speech-to-Text Encoder-Decoder Models Using Pseudo Languages
Felix Wu, Kwangyoun Kim, Shinji Watanabe, Kyu J. Han +3 more
2022IEEE International Conference on Acoustics, Speech, and Signal Processing46 citations Open access
Semantic Scholar
Is High Variance Unavoidable in RL? A Case Study in Continuous Control
Johan Bjorck, Carla P. Gomes, Kilian Q. Weinberger
2021International Conference on Learning Representations46 citations
Semantic Scholar
Understanding Decoupled and Early Weight Decay
Johan Bjorck, Kilian Q. Weinberger, Carla P. Gomes
2020AAAI Conference on Artificial Intelligence42 citations Open access
Semantic Scholar
Harnessing interpretable and unsupervised machine learning to address big data from modern X-ray diffraction
Jordan Venderley, Krishnanand Mallayya, M. Matty, M. Krogstad +13 more
2020Proceedings of the National Academy of Sciences of the United States of America41 citations Open access
Semantic Scholar
Making Paper Reviewing Robust to Bid Manipulation Attacks
Ruihan Wu, Chuan Guo, Felix Wu, Rahul Kidambi +2 more
2021International Conference on Machine Learning30 citations
Semantic Scholar
Multi-objective simulated annealing for hyper-parameter optimization in convolutional neural networks
Ayla Gülcü, Zeki Kuş, J. Bergstra, Yoshua Bengio +110 more
2021PeerJ Computer Science28 citations Open access
Semantic Scholar
TrojanNet: Embedding Hidden Trojan Horse Models in Neural Networks
Chuan Guo, Ruihan Wu, Kilian Q. Weinberger
2020arXiv.org28 citations
Semantic Scholar
Towards Deeper Deep Reinforcement Learning
Johan Bjorck, Carla P. Gomes, Kilian Q. Weinberger
2021Neural Information Processing Systems26 citations
Semantic Scholar
Hindsight is 20/20: Leveraging Past Traversals to Aid 3D Perception
Yurong You, Katie Luo, Xiangyu Chen, Junan Chen +5 more
2022International Conference on Learning Representations24 citations Open access
Semantic Scholar
Revisiting Meta-Learning as Supervised Learning
Wei-Lun Chao, Han-Jia Ye, De-Chuan Zhan, Mark E. Campbell +1 more
2020arXiv.org24 citations
Semantic Scholar
Diffusion Guided Language Modeling
Justin Lovelace, Varsha Kishore, Yi-Wei Chen, Kilian Q. Weinberger
2024Annual Meeting of the Association for Computational Linguistics23 citations
Semantic Scholar
Does Label Differential Privacy Prevent Label Inference Attacks?
Ruihan Wu, Jin-Peng Zhou, Kilian Q. Weinberger, Chuan Guo
2022International Conference on Artificial Intelligence and Statistics23 citations
Semantic Scholar
Reward Finetuning for Faster and More Accurate Unsupervised Object Discovery
Katie Luo, Zhen-Zhen Liu, Xiangyu Chen, Yurong You +6 more
2023Neural Information Processing Systems21 citations
Semantic Scholar
IncDSI: Incrementally Updatable Document Retrieval
Varsha Kishore, Chao-gang Wan, Justin Lovelace, Yoav Artzi +1 more
2023International Conference on Machine Learning21 citations Open access
Semantic Scholar
On Speeding Up Language Model Evaluation
Jin-Peng Zhou, Christian K. Belardi, Ruihan Wu, Travis Zhang +3 more
2024International Conference on Learning Representations19 citations
Semantic Scholar
Image-to-Image Translation for Autonomous Driving from Coarsely-Aligned Image Pairs
You-Ya Xia, Josephine Monica, Wei-Lun Chao, Bharath Hariharan +2 more
2022IEEE International Conference on Robotics and Automation19 citations Open access
Semantic Scholar
Q♯: Provably Optimal Distributional RL for LLM Post-Training
Jin-Peng Zhou, Kaiwen Wang, Jonathan D. Chang, Zhao-Lin Gao +4 more
2025Neural Information Processing Systems18 citations
Semantic Scholar
Full depth CNN classifier for handwritten and license plate characters recognition
M. Salemdeeb, S. Erturk, Sarp Ert Ürk, S. Abdleazeem +166 more
2021PeerJ Computer Science17 citations Open access
Semantic Scholar
PhantomWiki: On-Demand Datasets for Reasoning and Retrieval Evaluation
Albert Gong, Kamile Stankeviciute, Chao Wan, Anmol Kabra +5 more
2025International Conference on Machine Learning16 citations
Semantic Scholar