Machine Learning

Improving SAM for Camouflaged Object Detection via Dual Stream Adapters ICCV 2025 Improving Semi-Supervised Semantic Segmentation with Sliced-Wasserstein Feature Alignment and Uniformity CVPR 2025 Improving Sentiment Analysis for Ukrainian Social Media Code-Switching Data ACL 2025 Improving Shift Invariance in Convolutional Neural Networks with Translation Invariant Polyphase Sampling WACV 2025 Improving Sign Language Understanding with a Multi-Stream Masked Autoencoder Trained on ASL Videos IJCNLP 2025 Improving Sound Source Localization with Joint Slot Attention on Image and Audio CVPR 2025 Improving Stochastic Cubic Newton with Momentum AISTATS 2025 Improving Task Diversity in Label Efficient Supervised Finetuning of LLMs EMNLP 2025 Improving the Calibration of Confidence Scores in Text Generation Using the Output Distribution’s Characteristics ACL 2025 Improving the Efficiency of Visually Augmented Language Models COLING 2025 Improving the Quality of Web-mined Parallel Corpora of Low-Resource Languages using Debiasing Heuristics EMNLP 2025 Improving the Scaling Laws of Synthetic Data with Deliberate Practice ICML 2025 Improving the Sparse Structure Learning of Spiking Neural Networks from the View of Compression Efficiency ICLR 2025 Improving the Statistical Efficiency of Cross-Conformal Prediction ICML 2025 Improving the Training of Data-Efficient GANs via Quality Aware Dynamic Discriminator Rejection Sampling CVPR 2025 Improving the Transferability of Adversarial Attacks on Face Recognition with Diverse Parameters Augmentation CVPR 2025 Improving the Variance of Differentially Private Randomized Experiments through Clustering ICML 2025 Improving Tool Retrieval by Leveraging Large Language Models for Query Generation COLING 2025 Improving Transferable Targeted Attacks with Feature Tuning Mixup CVPR 2025 Improving Transformer Based Line Segment Detection with Matched Predicting and Re-ranking AAAI 2025 Improving Uncertainty Estimation through Semantically Diverse Language Generation ICLR 2025 Improving Uncertainty Estimation with Confidence-Aware Training Data WACV 2025 Improving Unsupervised Constituency Parsing via Maximizing Semantic Information ICLR 2025 Improving Value Estimation Critically Enhances Vanilla Policy Gradient ICML 2025 Improving Visual and Downstream Performance of Low-Light Enhancer with Vision Foundation Models Collaboration CVPR 2025