conftrace_

generalization capability

50 papers

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Co-occurring keywords

large language model (13587) data augmentation (3052) transfer learning (5449) robustness evaluation (139) language model (4599) convolutional neural network (4226) neural network optimization (1293) multi-task learning (2575) shortcut learning (79) out-of-distribution detection (617)

Papers

Do LLMs Overcome Shortcut Learning? An Evaluation of Shortcut Challenges in Large Language Models EMNLP 2024
ControlMath: Controllable Data Generation Promotes Math Generalist Models EMNLP 2024
Data Representations’ Study of Latent Image Manifolds ICML 2023
Is interpolation benign for random forest regression? AISTATS 2023
Learning to Boost Training by Periodic Nowcasting Near Future Weights ICML 2023
Multi-Environment Pretraining Enables Transfer to Action Limited Datasets ICML 2023
The Distributional Hypothesis Does Not Fully Explain the Benefits of Masked Language Model Pretraining EMNLP 2023
RT-1: Robotics Transformer for Real-World Control at Scale RSS 2023
On the Importance of Accurate Geometry Data for Dense 3D Vision Tasks CVPR 2023
Beyond Deep Ensembles: A Large-Scale Evaluation of Bayesian Deep Learning under Distribution Shift NIPS 2023
Multi-Head Modularization to Leverage Generalization Capability in Multi-Modal Networks AAAI 2022
Coded Residual Transform for Generalizable Deep Metric Learning NIPS 2022
Beyond Accuracy: A Consolidated Tool for Visual Question Answering Benchmarking EMNLP 2021
Are VQA Systems RAD? Measuring Robustness to Augmented Data with Focused Interventions ACL 2021
Separating Retention from Extraction in the Evaluation of End-to-end Relation Extraction EMNLP 2021
On Provable Benefits of Depth in Training Graph Convolutional Networks NIPS 2021
Multi-View Information-Bottleneck Representation Learning AAAI 2021
Exploring Temporal Coherence for More General Video Face Forgery Detection ICCV 2021
A Sequential Self Teaching Approach for Improving Generalization in Sound Event Recognition ICML 2020
PATQUEST: Papago Translation Quality Estimation EMNLP 2020
Order-Free Learning Alleviating Exposure Bias in Multi-Label Classification AAAI 2020
More Information Supervised Probabilistic Deep Face Embedding Learning ICML 2020
Analysis of Deep Learning Architectures for Cross-Corpus Speech Emotion Recognition INTERSPEECH 2019
EigenNet: Towards Fast and Structural Learning of Deep Neural Networks IJCAI 2017
SNR-Aware Convolutional Neural Network Modeling for Speech Enhancement INTERSPEECH 2016