Deep Learning

Efficient Algorithms for Non-gaussian Single Index Models with Generative Priors AAAI 2024 Efficient Anatomy Segmentation in Laparoscopic Surgery using Multi-Teacher Knowledge Distillation MIDL 2024 Efficient and Effective Time-Series Forecasting with Spiking Neural Networks ICML 2024 Efficient and Effective Weakly-Supervised Action Segmentation via Action-Transition-Aware Boundary Alignment CVPR 2024 Efficient and Interpretable Grammatical Error Correction with Mixture of Experts EMNLP 2024 Efficient and Robust Long-Form Speech Recognition with Hybrid H3-Conformer Interspeech 2024 Efficient and Scalable Graph Generation through Iterative Local Expansion ICLR 2024 Efficient Answer Retrieval System (EARS): Combining Local DB Search and Web Search for Generative QA EMNLP 2024 Efficient Availability Attacks against Supervised and Contrastive Learning Simultaneously NeurIPS 2024 Efficient Backdoor Attacks for Deep Neural Networks in Real-world Scenarios ICLR 2024 Efficient Backpropagation with Variance Controlled Adaptive Sampling ICLR 2024 Efficient Black-box Adversarial Attacks via Bayesian Optimization Guided by a Function Prior ICML 2024 Efficient Conditional Diffusion Model with Probability Flow Sampling for Image Super-resolution AAAI 2024 Efficient Continual Pre-training for Building Domain Specific Large Language Models ACL 2024 Efficient Contrastive Learning for Fast and Accurate Inference on Graphs ICML 2024 Efficient ConvBN Blocks for Transfer Learning and Beyond ICLR 2024 Efficient Dataset Distillation via Minimax Diffusion CVPR 2024 Efficient Deformable ConvNets: Rethinking Dynamic and Sparse Operator for Vision Applications CVPR 2024 Efficient Denoising Diffusion via Probabilistic Masking ICML 2024 Efficient Deweahter Mixture-of-Experts with Uncertainty-Aware Feature-Wise Linear Modulation AAAI 2024 EfficientDM: Efficient Quantization-Aware Fine-Tuning of Low-Bit Diffusion Models ICLR 2024 EfficientDreamer: High-Fidelity and Robust 3D Creation via Orthogonal-view Diffusion Priors CVPR 2024 Efficient Dynamic Hard Negative Sampling for Dialogue Selection ACL 2024 Efficient Dynamics Modeling in Interactive Environments with Koopman Theory ICLR 2024 Efficient Error Certification for Physics-Informed Neural Networks ICML 2024