NextG

2024

A New Linear Scaling Rule for Private Adaptive Hyperparameter Optimization

Panda, A., Tang, X., Mahloujifar, S., Sehwag, V. & Mittal, P., 2024, In: Proceedings of Machine Learning Research. 235, p. 39364-39399 36 p.

Princeton University

Research output: Contribution to journal › Conference article › peer-review

Assessing the Brittleness of Safety Alignment via Pruning and Low-Rank Modifications

Wei, B., Huang, K., Huang, Y., Xie, T., Qi, X., Xia, M., Mittal, P., Wang, M. & Henderson, P., 2024, In: Proceedings of Machine Learning Research. 235, p. 52588-52610 23 p.

Princeton University

Research output: Contribution to journal › Conference article › peer-review

Attention-Driven Training-Free Efficiency Enhancement of Diffusion Models

Wang, H., Liu, D., Kang, Y., Li, Y., Lin, Z., Jha, N. K. & Liu, Y., 2024, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 16080-16089 10 p.

Princeton University

Research output: Contribution to journal › Conference article › peer-review

Open Access

Cross-spectral Gated-RGB Stereo Depth Estimation

Brucker, S., Walz, S., Bijelic, M. & Heide, F., 2024, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 21654-21665 12 p.

Princeton University

Research output: Contribution to journal › Conference article › peer-review

Open Access

CtRL-Sim: Reactive and Controllable Driving Agents with Offline Reinforcement Learning

Rowe, L., Girgis, R., Gosselin, A., Carrez, B., Golemo, F., Heide, F., Paull, L. & Pal, C., 2024, In: Proceedings of Machine Learning Research. 270, p. 3600-3621 22 p.

Princeton University

Research output: Contribution to journal › Conference article › peer-review

DEEPPOLAR: Inventing Nonlinear Large-Kernel Polar Codes via Deep Learning

Hebbar, S. A., Ankireddy, S. K., Kim, H., Oh, S. & Viswanath, P., 2024, In: Proceedings of Machine Learning Research. 235, p. 18133-18154 22 p.

Princeton University

Research output: Contribution to journal › Conference article › peer-review

Dispersed Structured Light for Hyperspectral 3D Imaging

Shin, S., Choi, S., Heide, F. & Baek, S. H., 2024, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 24997-25006 10 p.

Princeton University

Research output: Contribution to journal › Conference article › peer-review

Open Access

Efficient Data Shapley for Weighted Nearest Neighbor Algorithms

Wang, J. T., Mittal, P. & Jia, R., 2024, In: Proceedings of Machine Learning Research. 238, p. 2557-2565 9 p.

Princeton University

Research output: Contribution to journal › Conference article › peer-review

Flow-Guided Online Stereo Rectification for Wide Baseline Stereo

Kumar, A., Mannan, F., Jafari, O. H., Li, S. & Heide, F., 2024, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 15375-15385 11 p.

Princeton University

Research output: Contribution to journal › Conference article › peer-review

Neural Exposure Fusion for High-Dynamic Range Object Detection

Onzon, E., Bomer, M., Mannan, F. & Heide, F., 2024, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 17564-17573 10 p.

Princeton University

Research output: Contribution to journal › Conference article › peer-review

Polarization Wavefront Lidar: Learning Large Scene Reconstruction from Polarized Wavefronts

Scheuble, D., Lei, C., Baek, S. H., Bijelic, M. & Heide, F., 2024, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 21241-21250 10 p.

Princeton University

Research output: Contribution to journal › Conference article › peer-review

Open Access

Reshape and Adapt for Output Quantization (RAOQ): Quantization-aware Training for In-memory Computing Systems

Zhang, B., Chen, C. Y. & Verma, N., 2024, In: Proceedings of Machine Learning Research. 235, p. 58739-58762 24 p.

Princeton University

Research output: Contribution to journal › Conference article › peer-review

Robust Depth Enhancement via Polarization Prompt Fusion Tuning

Ikemura, K., Huang, Y., Heide, F., Zhang, Z., Chen, Q. & Lei, C., 2024, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 20710-20720 11 p.

Princeton University

Research output: Contribution to journal › Conference article › peer-review

Open Access

Stochastic Approximation with Delayed Updates: Finite-Time Rates under Markovian Sampling

Adibi, A., Fabbro, N. D., Schenato, L., Kulkarni, S., Poor, H. V., Pappas, G. J., Hassani, H. & Mitra, A., 2024, In: Proceedings of Machine Learning Research. 238, p. 2746-2754 9 p.

Princeton University

Research output: Contribution to journal › Conference article › peer-review

Visual Adversarial Examples Jailbreak Aligned Large Language Models

Qi, X., Huang, K., Panda, A., Henderson, P., Wang, M. & Mittal, P., Mar 25 2024, In: Proceedings of the AAAI Conference on Artificial Intelligence. 38, 19, p. 21527-21536 10 p.

Princeton University

Research output: Contribution to journal › Conference article › peer-review

Open Access

2023

QuEST: Fast, Expressive, and Cheap Analytics for Distributed Traces Using Cloud Storage

Berg, J., Haseeb, M., Chen, H., Ju, Y., Sivaraman, A., Netravali, R. & Narayana, S., 2023, In: CEUR Workshop Proceedings. 3462

Rutgers, The State University, Princeton University

Research output: Contribution to journal › Conference article › peer-review

Shakes on a Plane: Unsupervised Depth Estimation from Unstabilized Photography

Chugunov, I., Zhang, Y. & Heide, F., 2023, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. 2023-June, p. 13240-13251 12 p.

Princeton University

Research output: Contribution to journal › Conference article › peer-review

Open Access

2022

Perturbation-based Formulation of Maximum Likelihood MIMO Detection for Coherent Ising Machines

Singh, A. K., Venturelli, D. & Jamieson, K., 2022, In: Proceedings - IEEE Global Communications Conference, GLOBECOM. p. 2523-2528 6 p.

Princeton University

Research output: Contribution to journal › Conference article › peer-review

Open Access

Regularized Ising Formulation for Near-Optimal MIMO Detection using Quantum Inspired Solvers

Singh, A. K., Jamieson, K., McMahon, P. L. & Venturelli, D., 2022, In: Proceedings - IEEE Global Communications Conference, GLOBECOM. p. 2517-2522 6 p.

Princeton University

Research output: Contribution to journal › Conference article › peer-review

The Design and Implementation of a Hybrid Classical-Quantum Annealing Polar Decoder

Kasi, S., Kaewell, J. & Jamieson, K., 2022, In: Proceedings - IEEE Global Communications Conference, GLOBECOM. p. 5819-5825 7 p.

Princeton University

Research output: Contribution to journal › Conference article › peer-review

2021

RobustBench: a standardized adversarial robustness benchmark

Croce, F., Andriushchenko, M., Sehwag, V., Debenedetti, E., Flammarion, N., Chiang, M., Mittal, P. & Hein, M., 2021, In: Advances in Neural Information Processing Systems.

Princeton University

Research output: Contribution to journal › Conference article › peer-review

2020