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Core AI

3,800 papers (63 classified directly here)

Subtopics

Computer Vision (2,278) Multimodal Learning (1,266) Efficient Computing (180) Interpretability (74) Multi-Modal Learning (55) Foundation Models (35)

Papers per year

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14
93
291
842
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Papers (including subtopics)

PDO-s3DCNNs: Partial Differential Operator Based Steerable 3D CNNs ICML 2022
Adversarial Masking for Self-Supervised Learning ICML 2022
Visual Attention Emerges from Recurrent Sparse Reconstruction ICML 2022
LCANets: Lateral Competition Improves Robustness Against Corruption and Attack ICML 2022
Neural Implicit Dictionary Learning via Mixture-of-Expert Training ICML 2022
DynaMixer: A Vision MLP Architecture with Dynamic Mixing ICML 2022
Unified Fourier-based Kernel and Nonlinearity Design for Equivariant Networks on Homogeneous Spaces ICML 2022
Multi Resolution Analysis (MRA) for Approximate Self-Attention ICML 2022
Multi-Grained Vision Language Pre-Training: Aligning Texts with Visual Concepts ICML 2022
Collaboration of Experts: Achieving 80% Top-1 Accuracy on ImageNet with 100M FLOPs ICML 2022
Ripple Attention for Visual Perception with Sub-quadratic Complexity ICML 2022
Understanding The Robustness in Vision Transformers ICML 2022
AutoAlign: Pixel-Instance Feature Aggregation for Multi-Modal 3D Object Detection IJCAI 2022
Robustifying Vision Transformer without Retraining from Scratch by Test-Time Class-Conditional Feature Alignment IJCAI 2022
Long-Short Term Cross-Transformer in Compressed Domain for Few-Shot Video Classification IJCAI 2022
Learning Prototype via Placeholder for Zero-shot Recognition IJCAI 2022
Improving Transferability of Adversarial Examples with Virtual Step and Auxiliary Gradients IJCAI 2022
Domain Adversarial Learning for Color Constancy IJCAI 2022
VLStereoSet: A Study of Stereotypical Bias in Pre-trained Vision-Language Models IJCNLP 2022
A Prompt Array Keeps the Bias Away: Debiasing Vision-Language Models with Adversarial Learning IJCNLP 2022
PEAF: Learnable Power Efficient Analog Acoustic Features for Audio Recognition INTERSPEECH 2022
DAVIS: Driver’s Audio-Visual Speech recognition INTERSPEECH 2022
Audio-Visual Scene Classification Based on Multi-modal Graph Fusion INTERSPEECH 2022
CoSIm: Commonsense Reasoning for Counterfactual Scene Imagination NAACL 2022
Beyond Emotion: A Multi-Modal Dataset for Human Desire Understanding NAACL 2022