Efficient Computing

Attention-Free Dual-Mode ASR with Latency-Controlled Selective State Spaces Interspeech 2025 BitTTS: Highly Compact Text-to-Speech Using 1.58-bit Quantization and Weight Indexing Interspeech 2025 Boosting Vision State Space Model with Fractal Scanning AAAI 2025 Boundary-Conscious Pruning: Hard Set-Aware Model Compression for Efficient Speaker Recognition Interspeech 2025 Breaking Resource Barriers in Speech Emotion Recognition via Data Distillation Interspeech 2025 Building Vision Models upon Heat Conduction CVPR 2025 CAGCRN: Real-Time Speech Enhancement with a Lightweight Model for Joint Acoustic Echo Cancellation and Noise Suppression Interspeech 2025 CARE Transformer: Mobile-Friendly Linear Visual Transformer via Decoupled Dual Interaction CVPR 2025 Column-Oriented Datalog on the GPU AAAI 2025 Comparative Analysis of Fast and High-Fidelity Neural Vocoders for Low-Latency Streaming Synthesis in Resource-Constrained Environments Interspeech 2025 Conical Visual Concentration for Efficient Large Vision-Language Models CVPR 2025 Context-Driven Dynamic Pruning for Large Speech Foundation Models Interspeech 2025 Data-Free Group-Wise Fully Quantized Winograd Convolution via Learnable Scales CVPR 2025 Decoding Listener's Identity: Person Identification from EEG Signals Using a Lightweight Spiking Transformer Interspeech 2025 DYNAC: Dynamic Vocabulary-based Non-Autoregressive Contextualization for Speech Recognition Interspeech 2025 E4: Energy-Efficient DNN Inference for Edge Video Analytics via Early Exiting and DVFS AAAI 2025 EDM: Efficient Deep Feature Matching ICCV 2025 Effective and Efficient One-pass Compression of Speech Foundation Models Using Sparsity-aware Self-pinching Gates Interspeech 2025 Efficient Beam Search for Large Language Models Using Trie-Based Decoding EMNLP 2025 Efficient Speech Enhancement via Embeddings from Pre-trained Generative Audioencoders Interspeech 2025 EfficientViM: Efficient Vision Mamba with Hidden State Mixer based State Space Duality CVPR 2025 EfficientVMamba: Atrous Selective Scan for Light Weight Visual Mamba AAAI 2025 Erasing Undesirable Influence in Diffusion Models CVPR 2025 Event-Enhanced Blurry Video Super-Resolution AAAI 2025 FastVLM: Efficient Vision Encoding for Vision Language Models CVPR 2025