Deep Learning

A Theoretical Analysis of Backdoor Poisoning Attacks in Convolutional Neural Networks ICML 2024 A Theoretical Understanding of Self-Correction through In-context Alignment NeurIPS 2024 A Theory of Non-acyclic Generative Flow Networks AAAI 2024 A Theory of Non-Linear Feature Learning with One Gradient Step in Two-Layer Neural Networks ICML 2024 A Thorough Examination of Decoding Methods in the Era of LLMs EMNLP 2024 Atlantis: Enabling Underwater Depth Estimation with Stable Diffusion CVPR 2024 Atlas3D: Physically Constrained Self-Supporting Text-to-3D for Simulation and Fabrication NeurIPS 2024 ATM: Adversarial Tuning Multi-agent System Makes a Robust Retrieval-Augmented Generator EMNLP 2024 Atomic Self-Consistency for Better Long Form Generations EMNLP 2024 A Topological Perspective on Demystifying GNN-Based Link Prediction Performance ICLR 2024 A Topology-aware Graph Coarsening Framework for Continual Graph Learning NeurIPS 2024 A Tractable Inference Perspective of Offline RL NeurIPS 2024 ATraDiff: Accelerating Online Reinforcement Learning with Imaginary Trajectories ICML 2024 A Training Data Recipe to Accelerate A* Search with Language Models EMNLP 2024 A Transcription Prompt-based Efficient Audio Large Language Model for Robust Speech Recognition Interspeech 2024 A Transfer Approach Using Graph Neural Networks in Deep Reinforcement Learning AAAI 2024 Attack Deterministic Conditional Image Generative Models for Diverse and Controllable Generation AAAI 2024 Attacking CNNs in Histopathology with SNAP: Sporadic and Naturalistic Adversarial Patches (Student Abstract) AAAI 2024 Attacking Transformers with Feature Diversity Adversarial Perturbation AAAI 2024 Attack-Resilient Image Watermarking Using Stable Diffusion NeurIPS 2024 Attacks against Abstractive Text Summarization Models through Lead Bias and Influence Functions EMNLP 2024 Attacks on Continual Semantic Segmentation by Perturbing Incremental Samples AAAI 2024 Attend First, Consolidate Later: On the Importance of Attention in Different LLM Layers EMNLP 2024 Attention-augmented X-vectors for the Evaluation of Mimicked Speech Using Sparse Autoencoder-LSTM framework Interspeech 2024 Attention-based Iterative Decomposition for Tensor Product Representation ICLR 2024