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Model Architecture

4,351 papers

Papers per year

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Papers

A Performance-Driven Benchmark for Feature Selection in Tabular Deep Learning NIPS 2023
Diffusion in Style ICCV 2023
Quantization-Aware Interval Bound Propagation for Training Certifiably Robust Quantized Neural Networks AAAI 2023
An Operator Theoretic Approach for Analyzing Sequence Neural Networks AAAI 2023
Efficient Mask Correction for Click-Based Interactive Image Segmentation CVPR 2023
Transformers for Recognition in Overhead Imagery: A Reality Check WACV 2023
Building Neural Networks on Matrix Manifolds: A Gyrovector Space Approach ICML 2023
A fast heuristic to optimize time-space tradeoff for large models NIPS 2023
Deep Fractional Fourier Transform NIPS 2023
CompletionFormer: Depth Completion With Convolutions and Vision Transformers CVPR 2023
WHFL: Wavelet-Domain High Frequency Loss for Sketch-to-Image Translation WACV 2023
DeepPCR: Parallelizing Sequential Operations in Neural Networks NIPS 2023
Don’t just prune by magnitude! Your mask topology is a secret weapon NIPS 2023
Attribute Injection for Pretrained Language Models: A New Benchmark and an Efficient Method COLING 2022
NoiseGrad — Enhancing Explanations by Introducing Stochasticity to Model Weights AAAI 2022
Modality Competition: What Makes Joint Training of Multi-modal Network Fail in Deep Learning? (Provably) ICML 2022
Attentive Feature Fusion for Robust Speaker Verification INTERSPEECH 2022
Signal Processing for Implicit Neural Representations NIPS 2022
What Dense Graph Do You Need for Self-Attention? ICML 2022
Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time ICML 2022
HW-TSC’s Submission for the WMT22 Efficiency Task EMNLP 2022
Orthogonal Multi-Manifold Enriching of Directed Networks AISTATS 2022
Frequency-Driven Imperceptible Adversarial Attack on Semantic Similarity CVPR 2022
Neural Subgraph Explorer: Reducing Noisy Information via Target-oriented Syntax Graph Pruning IJCAI 2022
Preemptive Image Robustification for Protecting Users against Man-in-the-Middle Adversarial Attacks AAAI 2022