Deep Learning

SIDL: A Real-World Dataset for Restoring Smartphone Images with Dirty Lenses AAAI 2025 SIFT-50M: A Large-Scale Multilingual Dataset for Speech Instruction Fine-Tuning ACL 2025 SigDiffusions: Score-Based Diffusion Models for Time Series via Log-Signature Embeddings ICLR 2025 SIGMAN: Scaling 3D Human Gaussian Generation with Millions of Assets ICCV 2025 SIGMA: Selective Gated Mamba for Sequential Recommendation AAAI 2025 Sigma: Siamese Mamba Network for Multi-Modal Semantic Segmentation WACV 2025 SignAlignLM: Integrating Multimodal Sign Language Processing into Large Language Models ACL 2025 Signed Graph Autoencoder for Explainable and Polarization-Aware Network Embeddings AISTATS 2025 Sign-IDD: Iconicity Disentangled Diffusion for Sign Language Production AAAI 2025 Significance of Time-Frequency preprocessing for automatic Ultrasonic Vocalization classification in Autism Spectrum Disorder model detection Interspeech 2025 Sign Language Video Segmentation Using Temporal Boundary Identification ACL 2025 SignMusketeers: An Efficient Multi-Stream Approach for Sign Language Translation at Scale ACL 2025 SIGNN - Star Identification using Graph Neural Networks WACV 2025 SignRep: Enhancing Self-Supervised Sign Representations ICCV 2025 SIGraph: Saliency Image-Graph Network for Retinal Disease Classification in Fundus Image AAAI 2025 SigStyle: Signature Style Transfer via Personalized Text-to-Image Models AAAI 2025 SILC-EFSA: Self-aware In-context Learning Correction for Entity-level Financial Sentiment Analysis COLING 2025 Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation CVPR 2025 Silent Branding Attack: Trigger-free Data Poisoning Attack on Text-to-Image Diffusion Models CVPR 2025 SILMM: Self-Improving Large Multimodal Models for Compositional Text-to-Image Generation CVPR 2025 SILO: Solving Inverse Problems with Latent Operators ICCV 2025 silp_nlp at SemEval-2025 Task 5: Subject Recommendation With Sentence Transformer SemEval 2025 SiM3D: Single-instance Multiview Multimodal and Multisetup 3D Anomaly Detection Benchmark ICCV 2025 SimAvatar: Simulation-Ready Avatars with Layered Hair and Clothing CVPR 2025 SimBa: Simplicity Bias for Scaling Up Parameters in Deep Reinforcement Learning ICLR 2025