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	ADVERSARIAL ADAPTIVE SAMPLING: UNIFY PINN AND OPTIMAL TRANSPORT FOR THE APPROXIMATION OF PDES 会议论文 12TH INTERNATIONAL CONFERENCE ON LEARNING REPRESENTATIONS, ICLR 2024, Hybrid, Vienna, Austria, May 7, 2024 - May 11, 2024 作者: Tang, Kejun; Zhai, Jiayu; Wan, Xiaoliang; Yang, Chao Adobe PDF(2710Kb) \| 收藏 \| 浏览/下载：196/1 \| 提交时间：2024/08/23 Random errors Adaptive sampling Generative model High-dimensional problems Higher-dimensional problems Mesh-less discretization Neural network model Neural-network approximations Optimal transport Random sample Training sets
	IMAGE CLUSTERING VIA THE PRINCIPLE OF RATE REDUCTION IN THE AGE OF PRE-TRAINED MODELS 会议论文 12TH INTERNATIONAL CONFERENCE ON LEARNING REPRESENTATIONS, ICLR 2024, Hybrid, Vienna, Austria, May 7, 2024 - May 11, 2024 作者: Chu, Tianzhe; Tong, Shengbang; Ding, Tianjiao; Dai, Xili; Haeffele, Benjamin D. Adobe PDF(38509Kb) \| 收藏 \| 浏览/下载：173/1 \| 提交时间：2024/08/23 Image enhancement Large datasets Natural language processing systems Reduction Visual languages Clusterings Effective solution Image clustering Language processing Learning languages Machine learning problem Natural languages Paradigm shifts Rate reduction Visual representations
	CONSISTENT4D: CONSISTENT 360° DYNAMIC OBJECT GENERATION FROM MONOCULAR VIDEO 会议论文 12TH INTERNATIONAL CONFERENCE ON LEARNING REPRESENTATIONS, ICLR 2024, Hybrid, Vienna, Austria, May 7, 2024 - May 11, 2024 作者: Jiang, Yanqin Adobe PDF(3155Kb) \| 收藏 \| 浏览/下载：242/1 \| 提交时间：2024/08/23 Image reconstruction Three dimensional computer graphics Camera calibration Data collection Diffusion model Dynamic objects Image diffusion Monocular video Multi-view datum Object reconstruction Temporal continuity Uncalibrated
	WHAT MAKES GOOD DATA FOR ALIGNMENT? A COMPREHENSIVE STUDY OF AUTOMATIC DATA SELECTION IN INSTRUCTION TUNING 会议论文 12TH INTERNATIONAL CONFERENCE ON LEARNING REPRESENTATIONS, ICLR 2024, Hybrid, Vienna, Austria, May 7, 2024 - May 11, 2024 作者: Liu, Wei; Zeng, Weihao; He, Keqing; Jiang, Yong; He, Junxian Adobe PDF(1925Kb) \| 收藏 \| 浏览/下载：205/0 \| 提交时间：2024/08/23 Data reduction Data engineering Data sample Data Selection Good data Language model Limited data Pre-training Preference optimizations Recent researches User's preferences
	AUGMENTING TRANSFORMERS WITH RECURSIVELY COMPOSED MULTI-GRAINED REPRESENTATIONS 会议论文 12TH INTERNATIONAL CONFERENCE ON LEARNING REPRESENTATIONS, ICLR 2024, Hybrid, Vienna, Austria, May 7, 2024 - May 11, 2024 作者: Hu, Xiang; Zhu, Qingyang; Tu, Kewei; Wu, Wei 收藏 \| 浏览/下载：252/0 \| 提交时间：2024/08/23 Trees (mathematics) Bottom up Bottom-up and top-down Contextualize Embeddings Hierarchical tree Interpretability Stackings Syntactic structure Topdown Tree structures
	THE DEVIL IS IN THE OBJECT BOUNDARY: TOWARDS ANNOTATION-FREE INSTANCE SEGMENTATION USING FOUNDATION MODELS 会议论文 12TH INTERNATIONAL CONFERENCE ON LEARNING REPRESENTATIONS, ICLR 2024, Hybrid, Vienna, Austria, May 7, 2024 - May 11, 2024 作者: Shi, Cheng; Yang, Sibei 收藏 \| 浏览/下载：307/0 \| 提交时间：2024/08/23 Clustering algorithms Foundations Object recognition Zero-shot learning Clustering results Down-stream Foundation models Human annotations Individual objects Intermediate layers Large amounts of data Object boundaries Objects detection Performance
	CNN KERNELS CAN BE THE BEST SHAPELETS 会议论文 12TH INTERNATIONAL CONFERENCE ON LEARNING REPRESENTATIONS, ICLR 2024, Hybrid, Vienna, Austria, May 7, 2024 - May 11, 2024 作者: Qu, Eric; Wang, Yansen; Luo, Xufang; He, Wenqiang; Ren, Kan 收藏 \| 浏览/下载：310/0 \| 提交时间：2024/08/23 Benchmarking Encodings Feature-based Human knowledge Interpretability Modeling performance Modeling task Regularisation Shapelets Times series Times series models
	P$2$OT: PROGRESSIVE PARTIAL OPTIMAL TRANSPORT FOR DEEP IMBALANCED CLUSTERING 会议论文 12TH INTERNATIONAL CONFERENCE ON LEARNING REPRESENTATIONS, ICLR 2024, Hybrid, Vienna, Austria, May 7, 2024 - May 11, 2024 作者: Zhang, Chuyu; Ren, Hui; He, Xuming Adobe PDF(1521Kb) \| 收藏 \| 浏览/下载：244/3 \| 提交时间：2024/08/23 Deep learning Semantics Clusterings Imbalance distributions Label information Labelings Learn+ Learning-based approach Optimal transport Practical problems Semantic clustering Transport problems
	UC-NERF: NEURAL RADIANCE FIELD FOR UNDER-CALIBRATED MULTI-VIEW CAMERAS IN AUTONOMOUS DRIVING 会议论文 12TH INTERNATIONAL CONFERENCE ON LEARNING REPRESENTATIONS, ICLR 2024, Hybrid, Vienna, Austria, May 7, 2024 - May 11, 2024 作者: Cheng, Kai; Long, Xiaoxiao; Yin, Wei; Wang, Jin; Wu, Zhiqiang Adobe PDF(20167Kb) \| 收藏 \| 浏览/下载：214/2 \| 提交时间：2024/08/23 Autonomous vehicles Cameras Color Signal processing Vibrations (mechanical) Autonomous driving Colour corrections Image signal processing Imaging effects Multi-cameras Multi-views Multicamera systems Novel view synthesis Outdoor scenes Signal processing unit
	UNDERSTANDING CONVERGENCE AND GENERALIZATION IN FEDERATED LEARNING THROUGH FEATURE LEARNING THEORY 会议论文 12TH INTERNATIONAL CONFERENCE ON LEARNING REPRESENTATIONS, ICLR 2024, Hybrid, Vienna, Austria, May 7, 2024 - May 11, 2024 作者: Huang, Wei; Shi, Ye; Cai, Zhongyi; Suzuki, Taiji 收藏 \| 浏览/下载：273/0 \| 提交时间：2024/08/23 Convolutional neural networks Machine learning Multilayer neural networks Network layers Privacy-preserving techniques Convergence properties Distributed learning Empirical research Feature learning Generalisation Learning Theory Local training Multiple clients Privacy preserving Test errors

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