Tianqi Chen

This page is a disambiguation page, it actually contains mutiple papers from persons of the same or a similar name.

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Bibliography

2024
Cascaded Multi-path Shortcut Diffusion Model for Medical Image Translation.
Medical Image Anal., 2024

Score Forgetting Distillation: A Swift, Data-Free Method for Machine Unlearning in Diffusion Models.
CoRR, 2024

2.5D Multi-view Averaging Diffusion Model for 3D Medical Image Translation: Application to Low-count PET Reconstruction with CT-less Attenuation Correction.
CoRR, 2024

TernaryLLM: Ternarized Large Language Model.
CoRR, 2024

POUR-Net: A Population-Prior-Aided Over-Under-Representation Network for Low-Count PET Attenuation Map Generation.
CoRR, 2024

PDM: A Plug-and-Play Perturbed Multi-path Diffusion Module for Simultaneous Medical Image Segmentation Improvement and Uncertainty Estimation.
Proceedings of the Machine Learning in Medical Imaging - 15th International Workshop, 2024

A Dense Reward View on Aligning Text-to-Image Diffusion with Preference.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023
Improving In-Context Learning in Diffusion Models with Visual Context-Modulated Prompts.
CoRR, 2023

Transformers Learn Higher-Order Optimization Methods for In-Context Learning: A Study with Linear Models.
CoRR, 2023

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

Towards Efficient and Accurate Winograd Convolution via Full Quantization.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Learning to Jump: Thinning and Thickening Latent Counts for Generative Modeling.
Proceedings of the International Conference on Machine Learning, 2023

2022
SONAR: Joint Architecture and System Optimization Search.
CoRR, 2022

Stack operation of tensor networks.
CoRR, 2022

ASK: Adversarial Soft k-Nearest Neighbor Attack and Defense.
IEEE Access, 2022

RAILS: A Robust Adversarial Immune-Inspired Learning System.
IEEE Access, 2022

2021
Deep Adversarially-Enhanced k-Nearest Neighbors.
CoRR, 2021

Immuno-mimetic Deep Neural Networks (Immuno-Net).
CoRR, 2021

Robust Low-Rank Tensor Recovery From Quantized and Corrupted Measurements.
Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021

2020
3D-Printed Immunosensor Arrays for Cancer Diagnostics.
Sensors, 2020

Viewing Imaging Studies: How Patient Location and Imaging Site Affect Referring Physicians.
J. Digit. Imaging, 2020

RAILS: A Robust Adversarial Immune-inspired Learning System.
CoRR, 2020

Optimization Design of Self-Triggered Complex Detector for Space Range-Gated Imaging System.
IEEE Access, 2020

Resource Allocation in Drone-Assisted Emergency Communication Systems.
Proceedings of the 39th IEEE Conference on Computer Communications, 2020

Risk-Taking Propensity During a Prolonged Voyage at Sea: A Simulator Experiment Study.
Proceedings of the Cross-Cultural Design. User Experience of Products, Services, and Intelligent Environments, 2020

2016
Net2Net: Accelerating Learning via Knowledge Transfer.
Proceedings of the 4th International Conference on Learning Representations, 2016

2015
Empirical Evaluation of Rectified Activations in Convolutional Network.
CoRR, 2015

MXNet: A Flexible and Efficient Machine Learning Library for Heterogeneous Distributed Systems.
CoRR, 2015

2014
Higgs Boson Discovery with Boosted Trees.
Proceedings of the Workshop on High-energy Physics and Machine Learning, 2014

2012
Semi-Supervised Technical Term Tagging With Minimal User Feedback.
Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012

2011
Direction-of-Arrival Estimation Using a Sparse Representation of Array Covariance Vectors.
IEEE Trans. Signal Process., 2011

2010
Transfer learning for behavioral targeting.
Proceedings of the 19th International Conference on World Wide Web, 2010

2008
Joint multiple parameters estimation for coherent chirp signals using vector sensor array.
Sci. China Ser. F Inf. Sci., 2008

1998
Simultaneously estimating frequency and direction of coherent signal via an array triplet in motion.
Proceedings of the 9th European Signal Processing Conference, 1998


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