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Deep Learning

1397 directly classified papers

Papers per year

Papers

Rationales for Answers to Simple Math Word Problems Confuse Large Language Models ACL 2024
RandNet-Parareal: a time-parallel PDE solver using Random Neural Networks NIPS 2024
Revisiting Adversarial Training at Scale CVPR 2024
Understanding and Addressing the Under-Translation Problem from the Perspective of Decoding Objective ACL 2024
AboutMe: Using Self-Descriptions in Webpages to Document the Effects of English Pretraining Data Filters ACL 2024
Learning Quality Labels for Robust Image Classification WACV 2024
Feature Distribution Matching by Optimal Transport for Effective and Robust Coreset Selection AAAI 2024
Uncertainty Regularized Evidential Regression AAAI 2024
Machine Unlearning of Pre-trained Large Language Models ACL 2024
CGI-DM: Digital Copyright Authentication for Diffusion Models via Contrasting Gradient Inversion CVPR 2024
Training-Free Adaptive Diffusion with Bounded Difference Approximation Strategy NIPS 2024
Class-Balancing Diffusion Models CVPR 2023
A Whac-a-Mole Dilemma: Shortcuts Come in Multiples Where Mitigating One Amplifies Others CVPR 2023
DiffuDetox: A Mixed Diffusion Model for Text Detoxification ACL 2023
Fast Contextual Scene Graph Generation With Unbiased Context Augmentation CVPR 2023
Towards Artistic Image Aesthetics Assessment: A Large-Scale Dataset and a New Method CVPR 2023
I run as fast as a rabbit, can you? A Multilingual Simile Dialogues Datasets ACL 2023
Towards Argument-Aware Abstractive Summarization of Long Legal Opinions with Summary Reranking ACL 2023
Contextual Reliability: When Different Features Matter in Different Contexts ICML 2023
Improved Distribution Matching for Dataset Condensation CVPR 2023
Flexible-Cm GAN: Towards Precise 3D Dose Prediction in Radiotherapy CVPR 2023
Leveraging Denoised Abstract Meaning Representation for Grammatical Error Correction ACL 2023
Deep Deterministic Uncertainty: A New Simple Baseline CVPR 2023
Deep Hashing With Minimal-Distance-Separated Hash Centers CVPR 2023
NormNet: Normalize Noun Phrases for More Robust NLP ACL 2023