Menglong Yang

4 papers · 2014–2025 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (16) 🐣 Hot Topic Early Bird

Venues

AAAI (2) CVPR (2)

Top co-authors

Wei Li (3) Yiguang Liu (1) Zhisheng You (1) Hai Jiang (1) Fangrui Wu (1) Shuaicheng Liu (1) Fan Yang (1) Binbin Liang (1) Stan Z. Li (1) Jianwei Zhang (1)

Research topics

Computer Vision (4) Deep Learning (3) Analysis (3) Machine Learning (2) Architectures (2) Core Methods (2) Learning Types · Deep Learning (2) Bayesian & Probabilistic (1) Learning Types · Machine Learning (1) Models (1) Optimization & Theory (1) Processing (1)

Keywords

representation learning (1) feature learning (1) image restoration (1) bayesian inference (1) disparity estimation (1) multimodal learning (1) depth estimation (1) wavelet transform (1) cross-modal retrieval (1) deep learning (1) wavelet coefficients (1) particle filter (1) probabilistic tracking (1) stereo matching (1) occlusion handling (1) markov random field (1) diffusion model (1) convolutional neural network (1) multi-scale feature (1) person search (1)

Papers

ISPDiffuser: Learning RAW-to-sRGB Mappings with Texture-Aware Diffusion Models and Histogram-Guided Color Consistency AAAI 2025 Multi-Modal Disordered Representation Learning Network for Description-Based Person Search AAAI 2024 WaveletStereo: Learning Wavelet Coefficients of Disparity Map in Stereo Matching CVPR 2020 A Probabilistic Framework for Multitarget Tracking with Mutual Occlusions CVPR 2014