Deep Learning

Contrastive Learning for Task-Independent SpeechLLM-Pretraining ACL 2025 Contrastive Learning of Image Representations Guided by Spatial Relations WACV 2025 Contrastive Learning on LLM Back Generation Treebank for Cross-domain Constituency Parsing ACL 2025 Contrastive Learning Using Graph Embeddings for Domain Adaptation of Language Models in the Process Industry EMNLP 2025 Contrastive Learning with Simplicial Convolutional Networks for Short-Text Classification ICML 2025 Contrastive Multi-view Subspace Clustering via Tensor Transformers Autoencoder AAAI 2025 Contrastive Patient-level Pretraining Enables Longitudinal and Multimodal Fusion for Lung Cancer Risk Prediction MIDL 2025 Contrastive Perplexity for Controlled Generation: An Application in Detoxifying Large Language Models ACL 2025 Contrastive Private Data Synthesis via Weighted Multi-PLM Fusion ICML 2025 Contrastive Prompting Enhances Sentence Embeddings in LLMs through Inference-Time Steering ACL 2025 Contrastive Representation for Interactive Recommendation AAAI 2025 Contrastive Sequential-Diffusion Learning: Non-Linear and Multi-Scene Instructional Video Synthesis WACV 2025 Contrastive Test-Time Composition of Multiple LoRA Models for Image Generation ICCV 2025 Contrastive Visual Data Augmentation ICML 2025 Control and Realism: Best of Both Worlds in Layout-to-Image without Training ICML 2025 ControlAR: Controllable Image Generation with Autoregressive Models ICLR 2025 Controllable 3D Dance Generation Using Diffusion-Based Transformer U-Net AAAI 2025 Controllable 3D Outdoor Scene Generation via Scene Graphs ICCV 2025 Controllable and Expressive One-Shot Video Head Swapping ICCV 2025 Controllable Blur Data Augmentation Using 3D-Aware Motion Estimation ICLR 2025 Controllable Data Generation with Hierarchical Neural Representations ICML 2025 Controllable Distortion-Perception Tradeoff Through Latent Diffusion for Neural Image Compression AAAI 2025 Controllable Feature Whitening for Hyperparameter-Free Bias Mitigation ICCV 2025 Controllable Generation via Locally Constrained Resampling ICLR 2025 Controllable Human Image Generation with Personalized Multi-Garments CVPR 2025