News

Sep 18, 2025 Three papers on foundation models are accepted to NeurIPS 2025! One paper is on multimodal biosignal foundation model, one is on topology-agnostic EEG foundation model, and another one on segment anything in camouflaged videos with SAM2. Congrats Yanlong, Berkay, and Yuli.
Sep 14, 2025 One work on joint quantization and sparsification is released on arxiv. In this work, we propose an error compensation method to reconcile the conflicting requirements of quantization and pruning. The proposed method delivers up to 4.72x speedup and 6.4x memory reduction compared to the FP16-dense baseline.
Aug 05, 2025 One work Waveformer is accepted to NER 2025! In this paper, Wavelet transform is introduced to develop a transformer model for gesture recognition with EMG signals.
Aug 02, 2025 One paper on AI/ML acceleration on edge device is accepted to CASES in conjunction with ESWEEK!
Aug 01, 2025 One paper is accepted to GLOBECOM 2025! The paper introduces a compute and memory efficient model for 5G receiver on the edge devices.
Jun 25, 2025 One paper on the acceleration of visual autoregressive models is accepted to ICCV 2025! Check the paper here.
May 11, 2025 One paper on dataflow and accelerator co-design is accepted to ISVLSI 2025! Check the paper here.
May 01, 2025 Two papers on model quantization are accepted to ICML 2025! IntLoRA proposes an integral low-rank adaption method for quantized diffusion models. After low-rank adaptation, all the weights are converted to integers. SliM-LLM proposes a mixed precision quantization method for LLMs.
Apr 29, 2025 Two papers on biosignal foundation models are accepted to EMBC 2025! One paper introduces FEMBA, a state-space model for efficient and scalable EEG analysis. The other paper develops a model for blood pressure estimation with ECG and PPG signals.
Feb 26, 2025 Three papers are accepted to CVPR 2025! One paper is on state space models, one is on foundation models for Markush structures, and another one on semantic and sequential alignment for vision-language models.
Jan 18, 2025 We are organizing the 10th NTIRE workshop and challenge on efficient image super-resolution and image denoising.
Sep 26, 2024 One paper on Graph Attention in Transformers is accepted to NeurIPS 2024! Check the paper here.
Sep 25, 2024 One paper on masked autoencoder for point clouds is accepted to ACCV 2024! Check the paper here.
Aug 30, 2024 TinyTracker is accepted to IEEE Sensors. Check the paper here.
Jul 01, 2024 One paper on Open-Vocabulary Video Segmentation is accepted to ECCV 2024! Check the paper here.
Apr 30, 2024 LSDIR dataset is accepted as a workshop paper at CVPR 2023. Check the paper here.
Mar 12, 2024 One paper is accepted to ICME. Check the paper here.
Mar 01, 2024 We open PhD positions on Secure Machine Learning on RISC-V Servers and Accelerators at ETH Zürich. More info here.
Feb 27, 2024 VRT is accepted to IEEE TIP! Check the paper here.
Feb 27, 2024 One paper is accepted to CVPR 2024! Check the paper here.
Jan 11, 2024 We are organizing the 9th NTIRE Challenge on Efficient Super-Resolution. Check it here and here.
Dec 01, 2023 I start as a Lecturer at ETH Zürich!
Nov 04, 2023 Our work on smart glasses is online. Check the paper here.
Sep 30, 2023 One paper is accepted to Machine Intelligence Research. Check the paper here.
Jul 03, 2023 One paper on reference-based SR is accepted to ECCV 2022.
Apr 01, 2023 I start as a Postdoc researcher at the Computer Vision Lab of ETH Zürich!
Feb 27, 2023 Two papers are accepted to CVPR 2023! Check the papers here and here. GRL sets the new state-of-the-art for 7 image restoration tasks. Check GRL here.
Jan 01, 2023 We are organizing the NTIRE 2023 Challenge on Efficient Super-Resolution, Image Denoising, and Image Super-Resolution (x4). More info here.
Mar 02, 2022 Random pruning paper is accepted to CVPR 2022! Check the paper here.
Feb 16, 2022 I defended my thesis! Check it here.
Jan 01, 2022 We are organizing the NTIRE 2022 Challenge on Efficient Super-Resolution. More info here.
Jul 22, 2021 Efficient GCN paper is accepted to ICCV 2021! Check the paper here.
Feb 28, 2021 Three papers are accepted to CVPR 2021! Check the papers: The Heterogeneity Hypothesis, DASR, MOCDA.
Jul 03, 2020 DHP paper is accepted to ECCV 2020! Check the paper here.
Feb 23, 2020 One paper is accepted to CVPR 2020. Check it here
Jul 22, 2019 Two papers on model compression and image denoising are accepted to ICCV 2019. Check the papers here and here.
Jul 13, 2019 I won the best poster presentation at ICVSS. More info here.
Mar 02, 2019 One paper is accepted to CVPR 2019. Check it here
Jan 15, 2016 A simple inline announcement with Markdown emoji! :sparkles: :smile:
Nov 07, 2015 A long announcement with details