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Matthew Kowal

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 14, 2026, 11:22 PM AMS

6

papers

156

total citations

papers (6)

Global Pooling, More Than Meets the Eye: Position Information Is Encoded Channel-Wise in CNNs

Archetypal SAE: Adaptive and Stable Dictionary Learning for Concept Extraction in Large Vision Models

A Deeper Dive Into What Deep Spatiotemporal Networks Encode: Quantifying Static vs. Dynamic Information

Universal Sparse Autoencoders: Interpretable Cross-Model Concept Alignment

Understanding Video Transformers via Universal Concept Discovery

Visual Concept Connectome (VCC): Open World Concept Discovery and their Interlayer Connections in Deep Models