| 紀錄類型: |
書目-電子資源
: Monograph/item
|
| 正題名/作者: |
Neural information processing/ edited by Mufti Mahmud ... [et al.]. |
| 其他題名: |
31st International Conference, ICONIP 2024, Auckland, New Zealand, December 2-6, 2024 : proceedings. |
| 其他題名: |
ICONIP 2024 |
| 其他作者: |
Mahmud, Mufti. |
| 團體作者: |
ICONIP (Conference) |
| 出版者: |
Singapore :Springer Nature Singapore : : 2025., |
| 面頁冊數: |
xxxiv, 486 p. :ill. (chiefly color), digital ;24 cm. |
| 內容註: |
Frequency-Constraint VQ-VAE for Adaptive MRI Segmentation -- Mixed Text Recognition with Efficient Parameter Fine-Tuning and Transformer Importance Resides In Activations: Fast Input-Based Nonlinearity Pruning -- Open-Vocabulary Self-Interactive Semantic Segmentation -- Fine-Grained Transformer Encoder of Image-Text Retrieval for Streaming Data in Cross-Modal Continual Learning -- Generative AuDio Watermarking Technique (ADWT): robust identification for meaningful regulatory intervention -- CMGH:Label Co-occurrence-Enhanced Contrastive Multi-Granularity Hashing Cross-Modal Retrieval Optimizing Passage Retrieval with Dual-Directional Similarity Propagation -- Text2SPARQL: Grammar Pre-training for Text-to-QDMR Semantic Parsers from Intermediate Question Decompositions -- AMMCR: Adaptive Multi-view Multi-behavior Contrastive Learning Recommendation -- LGCMNet: Multimodal Sentiment Analysis Network Based on Language-Guided Cross-Modal Interaction -- Multi-modal Knowledge Graph Link Prediction via Neural Optimal Transport -- Cross modal Memory Attention Network with Multi-view for Multi-modal Rumor Detection -- NCSV: A Multimodal Benchmark for Negative Chinese Short Video Detection with Social Context Highlight Detection in Podcasts: A Multimodal Deep Learning Approach -- Wongsapat Phuengpanyaloet, Nonpipat Boonruengkhao, Viktor Enhanced Multimodal Aspect-Based Sentiment Analysis by LLM-Generated Rationales -- T-EPTNet: Multi-Task Acoustic Scene Classification with Efficient Parameter Tuning -- Multi-modal Scene Global Fusion Framework for Enhanced Depth Estimation -- AIM-MIL: Adversarial Instance Mining for Robust Multi-Instance Learning in Whole Slide Image Classification -- Asymmetric Language-Aware Feature Learning for Low-Resource Cross-lingual Image Caption -- Progtuning: Progressive Fine-tuning Framework for Transformer-based Language Models -- Optimizing Learnable Frequency-domain Filterbanks for Depression Detection via Speech Representation Disentanglement -- A Novel Visual-Enhanced Dual Stream Long-Term Decision Framework for Large Language Model Agents -- Tailored Domain-specific Summaries: A Two-Stage Method Combining Extractive and Abstractive Summarization Models -- Related Work Generation with Variational Sequential Planning -- Enhanced Stance Detection using Cascaded Siamese Networks with Attention Mechanism -- BPDec: Unveiling the Potential of Masked Language Modeling Decoder in BERT Model Pretraining -- AttentionMix: A guided text data augmentation method relying on attention -- Integrating Narrow-Deep Local and Wide-Shallow Global Convolutional Model for Cloud Workload Prediction -- Boosting Self-Effcacy and Performance of Large Language Models via Verbal Effcacy Stimulations -- OneWORD: Adversarial Text Detection and Prediction Restoration Using One-Word Perturbation -- PVEIN: A Pretrained Vertex Embedding Infer Network for Open-domain Question Answer Scoring. |
| Contained By: |
Springer Nature eBook |
| 標題: |
Neural networks (Computer science) - Congresses. - |
| 電子資源: |
https://doi.org/10.1007/978-981-96-6599-0 |
| ISBN: |
9789819665990 |