Deep Learning

Can MLLMs Understand the Deep Implication Behind Chinese Images? ACL 2025 Can Neural Networks Achieve Optimal Computational-statistical Tradeoff? An Analysis on Single-Index Model ICLR 2025 Canonical Rank Adaptation: An Efficient Fine-Tuning Strategy for Vision Transformers ICML 2025 Can Perplexity Predict Finetuning Performance? An Investigation of Tokenization Effects on Sequential Language Models for Nepali ACL 2025 Can Prompting LLMs Unlock Hate Speech Detection across Languages? A Zero-shot and Few-shot Study ACL 2025 Can Reasoning LLMs Synthesize Complex Climate Statements? ACL 2025 Can Stories Help LLMs Reason? Curating Information Space Through Narrative ACL 2025 Can Students Beyond the Teacher? Distilling Knowledge from Teacher’s Bias AAAI 2025 Can Text-to-Video Generation help Video-Language Alignment? CVPR 2025 Can Textual Gradient Work in Federated Learning? ICLR 2025 Can Transformers Do Enumerative Geometry? ICLR 2025 Can Transformers Learn Full Bayesian Inference in Context? ICML 2025 Can Transformers Reason Logically? A Study in SAT Solving ICML 2025 Can't Slow Me Down: Learning Robust and Hardware-Adaptive Object Detectors against Latency Attacks for Edge Devices CVPR 2025 Can Vision-Language Models Evaluate Handwritten Math? ACL 2025 Can Vision-Language Models Solve Visual Math Equations? EMNLP 2025 Can Vision Language Models Understand Mimed Actions? ACL 2025 Can VLMs Actually See and Read? A Survey on Modality Collapse in Vision-Language Models ACL 2025 Can VLMs Recall Factual Associations From Visual References? EMNLP 2025 Can We Achieve Efficient Diffusion Without Self-Attention? Distilling Self-Attention into Convolutions ICCV 2025 Can We Get Rid of Handcrafted Feature Extractors? SparseViT: Nonsemantics-Centered, Parameter-Efficient Image Manipulation Localization Through Spare-Coding Transformer AAAI 2025 Can We Predict Performance of Large Models across Vision-Language Tasks? ICML 2025 Can We Reconstruct a Dysarthric Voice with the Large Speech Model Parler TTS? Interspeech 2025 Can we train ASR systems on Code-switch without real code-switch data? Case study for Singapore's languages Interspeech 2025 Can You Really Trust Code Copilot? Evaluating Large Language Models from a Code Security Perspective ACL 2025