Jiachen Jiang

4 papers · 2024–2026 · 4 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 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10)

Venues

AAAI (1) CVPR (1) ICLR (1) ICML (1)

Top co-authors

Zhihui Zhu (3) Jinxin Zhou (3) Ilya Zharkov (2) Tianyu Ding (2) Luming Liang (2) Tianyi Chen (2) Chong You (1) Vishal M. Patel (1) Ke ZHANG (1) Dustin G. Mixon (1)

Research topics

Machine Learning (4) Deep Learning (3) Core Methods (3) Learning Types (2) Artificial Intelligence (1) Computer Vision (1) Architectures (1) Core AI (1) Models (1) Optimization & Theory (1) Processing (1) Techniques (1)

Keywords

representation learning (1) weakly supervised learning (1) image super-resolution (1) feature space (1) diffusion model (1) neural collapse (1) classifier weight (1) feature fusion (1) perceptual quality (1) training framework (1) cosine similarity (1) retrieval-based method (1) centered kernel alignment (1) sampling process (1) representation similarity (1) transformer model (1) image cropping (1) distortion minimization (1) aesthetic composition (1) training-sampling alignment (1)

Papers

ProCrop: Learning Aesthetic Image Cropping from Professional Compositions AAAI 2026 Tracing Representation Progression: Analyzing and Enhancing Layer-Wise Similarity ICLR 2025 DREAM: Diffusion Rectification and Estimation-Adaptive Models CVPR 2024 Generalized Neural Collapse for a Large Number of Classes ICML 2024