Publications

(2023). MedFMC: A Real-world Dataset and Benchmark for Foundation Model Adaptation in Medical Image Classification. Scientific Data.

PDF Cite Code arXiv nature

(2023). Text-guided Foundation Model Adaptation for Pathological Image Classification. MICCAI.

PDF Cite Code arXiv

(2023). Back to the Source: Diffusion-Driven Adaptation to Test-Time Corruption. CVPR.

PDF Cite Code arXiv

(2022). GACT: Activation Compressed Training for Generic Network Architectures. ICML.

PDF Cite Code arXiv

(2022). Contrastive Test-time Adaptation. CVPR.

PDF Cite Code Project arXiv

(2021). On-target Adaptation. arXiv.

PDF Cite arXiv

(2021). Fighting Gradients with Gradients: Dynamic Defenses against Adversarial Attacks. arXiv.

PDF Cite Code arXiv

(2021). ActNN: Reducing Training Memory Footprint via 2-Bit Activation Compressed Training. ICML.

PDF Cite Code 机器之心 arXiv

(2021). CoDeNet: Efficient Deployment of Input-Adaptive Object Detection on Embedded FPGAs. FPGA.

PDF Cite Code arXiv

(2021). Tent: Fully Test-time Adaptation by Entropy Minimization. ICLR.

PDF Cite Code Video arXiv

(2019). Dynamic Scale Inference by Entropy Minimization. arXiv.

PDF Cite arXiv

(2019). Joint Monocular 3D Vehicle Detection and Tracking. ICCV.

PDF Cite Code arXiv

(2019). Monocular Plan View Networks for Autonomous Driving. IROS.

PDF Cite arXiv

(2019). Objects as Points. arXiv.

PDF Cite Code Video arXiv

(2019). Deep Object Centric Policies for Autonomous Driving. ICRA.

PDF Cite arXiv

(2019). Convolutional Neural Networks on non-uniform geometrical signals using Euclidean spectral transformation. ICLR.

PDF Cite Code arXiv

(2018). Deep Layer Aggregation. CVPR.

PDF Cite Code arXiv

(2017). VisDA: The Visual Domain Adaptation Challenge. arXiv.

PDF Cite Dataset Project arXiv

(2016). FCNs in the Wild: Pixel-level Adversarial and Constraint-based Adaptation. arXiv.

PDF Cite arXiv

(2015). Multiple Granularity Descriptors for Fine-grained Categorization. ICCV.

PDF Cite

(2015). Weakly Supervised Semantic Segmentation for Social Images. CVPR.

PDF Cite