conftrace_

Deep Learning

78,198 papers (26 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Learning Types (32,670) Architectures (30,950) Models (20,488) Techniques (9,432) Optimization & Theory (7,804) Application Areas (273)

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Papers (including subtopics)

WEPO: Web Element Preference Optimization for LLM-based Web Navigation AAAI 2025 WeQA: A Benchmark for Retrieval Augmented Generation in Wind Energy Domain ACL 2025 WETBench: A Benchmark for Detecting Task-Specific Machine-Generated Text on Wikipedia ACL 2025 WF-VAE: Enhancing Video VAE by Wavelet-Driven Energy Flow for Latent Video Diffusion Model CVPR 2025 What Ails Generative Structure-based Drug Design: Expressivity is Too Little or Too Much? AISTATS 2025 What are Foundation Models Cooking in the Post-Soviet World? EMNLP 2025 What Are Good Positional Encodings for Directed Graphs? ICLR 2025 What Are Step-Level Reward Models Rewarding? Counterintuitive Findings from MCTS-Boosted Mathematical Reasoning AAAI 2025 What are the Essential Factors in Crafting Effective Long Context Multi-Hop Instruction Datasets? Insights and Best Practices ACL 2025 What can Large Language Models Capture about Code Functional Equivalence? NAACL 2025 What Can We Learn From MIMO Graph Convolutions? IJCAI 2025 What Does It Mean to Be a Transformer? Insights from a Theoretical Hessian Analysis ICLR 2025 “What do you call a dog that is incontrovertibly true? Dogma”: Testing LLM Generalization through Humor ACL 2025 What Happened in LLMs Layers when Trained for Fast vs. Slow Thinking: A Gradient Perspective ACL 2025 What if Othello-Playing Language Models Could See? EMNLP 2025 What If: Understanding Motion Through Sparse Interactions ICCV 2025 What If We Recaption Billions of Web Images with LLaMA-3? ICML 2025 What Is That Talk About? A Video-to-Text Summarization Dataset for Scientific Presentations ACL 2025 What Makes a Good Dataset for Knowledge Distillation? CVPR 2025 What Makes a Good Diffusion Planner for Decision Making? ICLR 2025 What Makes a Good Feedforward Computational Graph? ICML 2025 What Makes a Good Reasoning Chain? Uncovering Structural Patterns in Long Chain-of-Thought Reasoning EMNLP 2025 What Makes for Good Image Captions? EMNLP 2025 What Makes for Text to 360-degree Panorama Generation with Stable Diffusion? ICCV 2025 What Makes Freezing Layers in Deep Neural Networks Effective? A Linear Separability Perspective AutoML 2025