Skip to content
conftrace_

convolutional network

263 papers

CONVNETS CONVNET

Papers

Enabling High-Quality In-the-Wild Imaging from Severely Aberrated Metalens Bursts WACV 2026 Guess or Recall? Training CNNs to Classify and Localize Memorization in LLMs AAAI 2026 Universal Neural Architecture Space: Covering ConvNets, Transformers and Everything in Between WACV 2026 Contrastive Learning with Simplicial Convolutional Networks for Short-Text Classification ICML 2025 DECO: Unleashing the Potential of ConvNets for Query-based Detection and Segmentation ICLR 2025 Existence of Adversarial Examples for Random Convolutional Networks via Isoperimetric Inequalities on SO(d) COLT 2025 On the Clean Generalization and Robust Overfitting in Adversarial Training from Two Theoretical Views: Representation Complexity and Training Dynamics ICML 2025 PARQ: Piecewise-Affine Regularized Quantization ICML 2025 Synergy and Diversity in CLIP: Enhancing Performance Through Adaptive Backbone Ensembling ICLR 2025 Wide2Long: Learning Lens Compression and Perspective Adjustment for Wide-Angle to Telephoto Translation ICCV 2025 Affine Equivariant Networks Based on Differential Invariants CVPR 2024 B-cosification: Transforming Deep Neural Networks to be Inherently Interpretable NeurIPS 2024 DisCEdit: Model Editing by Identifying Discriminative Components NeurIPS 2024 Enhancing Hindi Feature Representation through Fusion of Dual-Script Word Embeddings COLING 2024 Exploring DCN-like architecture for fast image generation with arbitrary resolution NeurIPS 2024 Global Latent Neural Rendering CVPR 2024 Holographic Global Convolutional Networks for Long-Range Prediction Tasks in Malware Detection AISTATS 2024 Localizing Memorization in SSL Vision Encoders NeurIPS 2024 MuRF: Multi-Baseline Radiance Fields CVPR 2024 Neural Echos: Depthwise Convolutional Filters Replicate Biological Receptive Fields WACV 2024 Neural Localizer Fields for Continuous 3D Human Pose and Shape Estimation NeurIPS 2024 Omni-Kernel Network for Image Restoration AAAI 2024 On the hardness of learning under symmetries ICLR 2024 Parameter-Efficient Fine-Tuning for Medical Image Analysis: The Missed Opportunity MIDL 2024 VideoMAC: Video Masked Autoencoders Meet ConvNets CVPR 2024