Siqi Wu

4 papers · 2018–2025 · 3 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 · Sprint 🌉 Interdisciplinary Bridge · Bronze

Venues

JMLR (2) AAAI (1) ECCV (1)

Top co-authors

Zhihai He (2) Bin Yu (2) Yi Zhang (1) Yu Wang (1) Ke Yu (1) Yinda Chen (1) Dong Liu (1)

Research topics

Machine Learning (3) Core Methods (3) Deep Learning (2) Optimization & Theory · Machine Learning (2) Computer Vision (1) Mathematics & Optimization (1) Models (1) Optimization (1) Optimization & Theory · Deep Learning (1) Processing (1)

Keywords

dictionary learning (2) sparse coding (1) compressive sensing (1) image compression (1) block coordinate descent (1) l1 minimization (1) local identifiability (1) coherent dictionary (1) rate-distortion optimization (1) feature dictionary (1) conditional coding (1) latent coding (1) reference synthesis (1) sharp local minimum (1) deep image compression (1) conditional latent synthesis (1)

Papers

Conditional Latent Coding with Learnable Synthesized Reference for Deep Image Compression AAAI 2025 Conceptual Codebook Learning for Vision-Language Models ECCV 2024 Unique Sharp Local Minimum in L1-minimization Complete Dictionary Learning JMLR 2020 Local Identifiability of ℓ_1-minimization Dictionary Learning: a Sufficient and Almost Necessary Condition JMLR 2018