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model architecture

324 papers

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neural network (6616) convolutional neural network (4216) vision transformer (1091) image classification (1943) neural architecture search (665) neural network optimization (1293) efficient computing (779) model compression (3283) attention mechanism (3975) deep learning (2111)

Papers

Rectification Reimagined: A Unified Mamba Model for Image Correction and Rectangling with Prompts AAAI 2026
Mix-QSAM2: Mixed-Precision Quantization for High Fidelity Segmentation in Resource Constrained Scenarios AAAI 2026
MULTIBENCH++: A Unified and Comprehensive Multimodal Fusion Benchmarking Across Specialized Domains AAAI 2026
Scalable Mixed-Integer Optimization with Neural Constraints via Dual Decomposition AAAI 2026
lrnnx: A library for Linear RNNs EACL 2026
Enabling Autoregressive Models to Fill In Masked Tokens EACL 2026
LoResMT 2026 Shared Task System Description EACL 2026
PhysicsCorrect: A Training-Free Approach for Stable Neural PDE Simulations AAAI 2026
QuadraNet V2: Efficient and Sustainable Training of High-Order Neural Networks with Quadratic Adaptation WACV 2026
SpiralMLP: A Lightweight Vision MLP Architecture WACV 2025
Beyond Grids: Exploring Elastic Input Sampling for Vision Transformers WACV 2025
Which Transformer to Favor: A Comparative Analysis of Efficiency in Vision Transformers WACV 2025
LegoMT2: Selective Asynchronous Sharded Data Parallel Training for Massive Neural Machine Translation ACL 2025
From Data to Knowledge: Evaluating How Efficiently Language Models Learn Facts ACL 2025
Bandit Based Attention Mechanism in Vision Transformers WACV 2025
Temporally Streaming Audio-Visual Synchronization for Real-World Videos WACV 2025
MobileMamba: Lightweight Multi-Receptive Visual Mamba Network CVPR 2025
Training-free Neural Architecture Search through Variance of Knowledge of Deep Network Weights CVPR 2025
ModernBERT or DeBERTaV3? Examining Architecture and Data Influence on Transformer Encoder Models Performance IJCNLP 2025
Diffusion Model is Effectively Its Own Teacher CVPR 2025
Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models CVPR 2025
Perceptual Video Compression with Neural Wrapping CVPR 2025
Ladder-Residual: Parallelism-Aware Architecture for Accelerating Large Model Inference with Communication Overlapping ICML 2025
A Closer Look into Mixture-of-Experts in Large Language Models NAACL 2025
PowerMLP: An Efficient Version of KAN AAAI 2025