Skip to content
conftrace_

Kevin Bailly

9 papers · 2015–2024 · 5 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

Jump to papers ↓
🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird

Venues

NeurIPS (3) ICCV (2) ICLR (2) IJCAI (1) WACV (1)

Top co-authors

Arnaud Dapogny (9) Edouard YVINEC (7) Matthieu Cord (6) Séverine Dubuisson (1)

Research topics

Deep Learning (6) Machine Learning (6) Application Areas (5) Techniques (4) Artificial Intelligence (3) Core AI (3) Optimization & Theory · Deep Learning (3) Computer Vision (2) Analysis (2) Architectures (2) Optimization & Theory · Machine Learning (2) Core Methods (1)

Keywords

model compression (6) neural network quantization (3) structured pruning (2) deep neural network (2) landmark detection (1) batch normalization (1) computer vision (1) neural network optimization (1) neural network pruning (1) face alignment (1) deep learning (1) video analysis (1) edge deployment (1) inference efficiency (1) filter pruning (1) data-free learning (1) inference acceleration (1) memory footprint (1) integrated gradient (1) model quantization (1)

Papers

Network Memory Footprint Compression Through Jointly Learnable Codebooks and Mappings ICLR 2024 PowerQuant: Automorphism Search for Non-Uniform Quantization ICLR 2023 REx: Data-Free Residual Quantization Error Expansion NeurIPS 2023 SPIQ: Data-Free Per-Channel Static Input Quantization WACV 2023 SInGE: Sparsity via Integrated Gradients Estimation of Neuron Relevance NeurIPS 2022 To Fold or Not to Fold: a Necessary and Sufficient Condition on Batch-Normalization Layers Folding IJCAI 2022 RED : Looking for Redundancies for Data-FreeStructured Compression of Deep Neural Networks NeurIPS 2021 DeCaFA: Deep Convolutional Cascade for Face Alignment in the Wild ICCV 2019 Pairwise Conditional Random Forests for Facial Expression Recognition ICCV 2015