output
20222025
most citedBilateral Reference for High-Resolution Dichotomous Image Segmentation

74 citations

11 papers

cs.CV2025

THEval. Evaluation Framework for Talking Head Video Generation

Nabyl Quignon, Baptiste Chopin, Yaohui Wang +1

Video generation has achieved remarkable progress, with generated videos increasingly resembling real ones. However, the rapid advance in generation has outpaced the development of…

cs.AI2025★ 36 cited

From Screens to Scenes: A Survey of Embodied AI in Healthcare

Yihao Liu, Xu Cao, Tingting Chen +7

Healthcare systems worldwide face persistent challenges in efficiency, accessibility, and personalization. Powered by modern AI technologies such as multimodal large language model…

astro-ph.GA2025★ 7 cited

Identification of 4876 Bent-Tail Radio Galaxies in the FIRST Survey Using Deep Learning Combined with Visual Inspection

Baoqiang Lao, Heinz Andernach, Xiaolong Yang +6

Bent-tail radio galaxies (BTRGs) are characterized by bent radio lobes. This unique shape is mainly caused by the movement of the galaxy within a cluster, during which the radio je…

cs.LG2024★ 9 cited

ACL-QL: Adaptive Conservative Level in Q-Learning for Offline Reinforcement Learning

Kun Wu, Yinuo Zhao, Zhiyuan Xu +5

Offline Reinforcement Learning (RL), which operates solely on static datasets without further interactions with the environment, provides an appealing alternative to learning a saf…

cs.CV2024★ 74 cited

Bilateral Reference for High-Resolution Dichotomous Image Segmentation

Peng Zheng, Dehong Gao, Deng-Ping Fan +4

We introduce a novel bilateral reference framework (BiRefNet) for high-resolution dichotomous image segmentation (DIS). It comprises two essential components: the localization modu…

cond-mat.mes-hall2023★ 9 cited

Magnetic-field-induced nonlinear transport in HfTe5

Cheng Zhang, Jinshan Yang, Zhongbo Yan +8

The interplay of electron correlations and topological phases gives rise to various exotic phenomena including fractionalization, excitonic instability, and axionic excitation. Rec…

cs.CV2023★ 71 cited

Predicting Gradient is Better: Exploring Self-Supervised Learning for SAR ATR with a Joint-Embedding Predictive Architecture

Weijie Li, Yang Wei, Tianpeng Liu +5

The growing Synthetic Aperture Radar (SAR) data has the potential to build a foundation model through Self-Supervised Learning (SSL) methods, which can achieve various SAR Automati…

hep-th2023★ 5 cited

Doped Holographic Superconductors in Gubser-Rocha model

Ziyi Zhao, Wenhe Cai, Shuta Ishigaki

We construct a doped holographic superconductor in the Gubser-Rocha model, and realize a superconducting dome in the middle of the temperature-doping phase diagram. It is worth not…

q-bio.BM2023★ 2 cited

AF2-Mutation: Adversarial Sequence Mutations against AlphaFold2 on Protein Tertiary Structure Prediction

Zhongju Yuan, Tao Shen, Sheng Xu +3

Deep learning-based approaches, such as AlphaFold2 (AF2), have significantly advanced protein tertiary structure prediction, achieving results comparable to real biological experim…

cs.LG2023★ 1 cited

Phase Diagram of Initial Condensation for Two-layer Neural Networks

Zhengan Chen, Yuqing Li, Tao Luo +2

The phenomenon of distinct behaviors exhibited by neural networks under varying scales of initialization remains an enigma in deep learning research. In this paper, based on the ea…

eess.IV2022

Differentiable Projection from Optical Coherence Tomography B-Scan without Retinal Layer Segmentation Supervision

Dingyi Rong, Jiancheng Yang, Bingbing Ni +1

Projection map (PM) from optical coherence tomography (OCT) B-scan is an important tool to diagnose retinal diseases, which typically requires retinal layer segmentation. In this s…