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Theory

4,950 papers

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Papers

Can Language Models Be Tricked by Language Illusions? Easier with Syntax, Harder with Semantics CONLL 2023
On the Effects of Structural Modeling for Neural Semantic Parsing CONLL 2023
Implications of Annotation Artifacts in Edge Probing Test Datasets CONLL 2023
Boosting Verified Training for Robust Image Classifications via Abstraction CVPR 2023
Discovering the Real Association: Multimodal Causal Reasoning in Video Question Answering CVPR 2023
Spatial-Temporal Concept Based Explanation of 3D ConvNets CVPR 2023
NICO++: Towards Better Benchmarking for Domain Generalization CVPR 2023
Neural Dependencies Emerging From Learning Massive Categories CVPR 2023
Shortcomings of Top-Down Randomization-Based Sanity Checks for Evaluations of Deep Neural Network Explanations CVPR 2023
Initialization Noise in Image Gradients and Saliency Maps CVPR 2023
Boundary Unlearning: Rapid Forgetting of Deep Networks via Shifting the Decision Boundary CVPR 2023
Decoupling MaxLogit for Out-of-Distribution Detection CVPR 2023
Memory-Friendly Scalable Super-Resolution via Rewinding Lottery Ticket Hypothesis CVPR 2023
Solving Oscillation Problem in Post-Training Quantization Through a Theoretical Perspective CVPR 2023
AdamsFormer for Spatial Action Localization in the Future CVPR 2023
On the Stability-Plasticity Dilemma of Class-Incremental Learning CVPR 2023
Meta-Causal Learning for Single Domain Generalization CVPR 2023
ImageNet-E: Benchmarking Neural Network Robustness via Attribute Editing CVPR 2023
Beyond mAP: Towards Better Evaluation of Instance Segmentation CVPR 2023
Recognizing Rigid Patterns of Unlabeled Point Clouds by Complete and Continuous Isometry Invariants With No False Negatives and No False Positives CVPR 2023
VNE: An Effective Method for Improving Deep Representation by Manipulating Eigenvalue Distribution CVPR 2023
R2Former: Unified Retrieval and Reranking Transformer for Place Recognition CVPR 2023
Curvature-Balanced Feature Manifold Learning for Long-Tailed Classification CVPR 2023
A Two-Sided Discussion of Preregistration of NLP Research EACL 2023
Investigating data partitioning strategies for crosslinguistic low-resource ASR evaluation EACL 2023