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Model Architecture

4351 directly classified papers

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Papers

Group and Shuffle: Efficient Structured Orthogonal Parametrization NIPS 2024
The Open-World Lottery Ticket Hypothesis for OOD Intent Classification COLING 2024
Adaptive Random Feature Regularization on Fine-tuning Deep Neural Networks CVPR 2024
Task-Driven Wavelets using Constrained Empirical Risk Minimization CVPR 2024
PikeLPN: Mitigating Overlooked Inefficiencies of Low-Precision Neural Networks CVPR 2024
Time- Memory- and Parameter-Efficient Visual Adaptation CVPR 2024
Mixture-of-Subspaces in Low-Rank Adaptation EMNLP 2024
Unconditional stability of a recurrent neural circuit implementing divisive normalization NIPS 2024
QCQP-Net: Reliably learning feasible alternating current optimal power flow solutions under constraints L4DC 2024
Exploration of the CycleGN Framework for Low-Resource Languages EMNLP 2024
Unveiling The Matthew Effect Across Channels: Assessing Layer Width Sufficiency via Weight Norm Variance NIPS 2024
PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs NIPS 2024
Robust Overfitting Does Matter: Test-Time Adversarial Purification With FGSM CVPR 2024
SRF: Enhancing Document-Level Relation Extraction with a Novel Secondary Reasoning Framework EMNLP 2024
EASE-DETR: Easing the Competition among Object Queries CVPR 2024
A Morphology-Based Investigation of Positional Encodings EMNLP 2024
TinyChart: Efficient Chart Understanding with Program-of-Thoughts Learning and Visual Token Merging EMNLP 2024
Multi-Label Open Set Recognition NIPS 2024
ESC: Efficient Speech Coding with Cross-Scale Residual Vector Quantized Transformers EMNLP 2024
Reusing Transferable Weight Increments for Low-resource Style Generation EMNLP 2024
White-Box Transformers via Sparse Rate Reduction: Compression Is All There Is? JMLR 2024
RaTEScore: A Metric for Radiology Report Generation EMNLP 2024
CLTL at ArAIEval Shared Task: Multimodal Propagandistic Memes Classification Using Transformer Models ACL 2024
TimeXer: Empowering Transformers for Time Series Forecasting with Exogenous Variables NIPS 2024
TIGFORMER at TextGraphs-17 Shared Task: A Late Interaction Method for text and Graph Representations in KBQA Classification Task ACL 2024