Deep Learning

Determinant Estimation under Memory Constraints and Neural Scaling Laws ICML 2025 Deterministic Certification of Graph Neural Networks against Graph Poisoning Attacks with Arbitrary Perturbations CVPR 2025 Deterministic Image-to-Image Translation via Denoising Brownian Bridge Models with Dual Approximators CVPR 2025 Deterministic-to-Stochastic Diverse Latent Feature Mapping for Human Motion Synthesis CVPR 2025 Detoxifying Large Language Models via the Diversity of Toxic Samples EMNLP 2025 DetRF: Detachable Novel Views Synthesis of Dynamic Scenes Using Backdrop-Driven Neural Radiance Fields AAAI 2025 Developing a High-performance Framework for Speech Emotion Recognition in Naturalistic Conditions Challenge for Emotional Attribute Prediction Interspeech 2025 Developing a LeFF Transformer Model for Exacerbated Speech Detection in COPD and Asthma Interspeech 2025 Developing a Top-tier Framework in Naturalistic Conditions Challenge for Categorized Emotion Prediction: From Speech Foundation Models and Learning Objective to Data Augmentation and Engineering Choices Interspeech 2025 Developing Generative Recommender Systems for Government Subsidy Pro-Grams with a New RQ-VAE Model: Wello & the Korean Government Case AAAI 2025 Developmentally-plausible Working Memory Shapes a Critical Period for Language Acquisition ACL 2025 Development of Pre-Trained Transformer-based Models for the Nepali Language COLING 2025 Deviation-based multiple coefficient item mixer for heterogeneous set-to-set matching ACML 2025 Device-Cloud Collaborative Correction for On-Device Recommendation IJCAI 2025 Devil is in the Details: Density Guidance for Detail-Aware Generation with Flow Models ICML 2025 Devil is in the Detail: Towards Injecting Fine Details of Image Prompt in Image Generation via Conflict-free Guidance and Stratified Attention CVPR 2025 Devil is in the Uniformity: Exploring Diverse Learners within Transformer for Image Restoration ICCV 2025 Dex1B: Learning with 1B Demonstrations for Dexterous Manipulation RSS 2025 DexGrasp Anything: Towards Universal Robotic Dexterous Grasping with Physics Awareness CVPR 2025 DexHandDiff: Interaction-aware Diffusion Planning for Adaptive Dexterous Manipulation CVPR 2025 DexVLA: Vision-Language Model with Plug-In Diffusion Expert for General Robot Control CoRL 2025 DexVLG: Dexterous Vision-Language-Grasp Model at Scale ICCV 2025 DF$^2$: Distribution-Free Decision-Focused Learning UAI 2025 DFDNet: Disentangling and Filtering Dynamics for Enhanced Video Prediction AAAI 2025 DFF: Decision-Focused Fine-Tuning for Smarter Predict-Then-Optimize with Limited Data AAAI 2025