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arXiv:2602.07087v1 Announce Type: cross Abstract: Various representation learning methods for molecular structures have been devised to accelerate data-driven chemistry. However, the representation capabilities of existing...
arXiv:2602.07094v1 Announce Type: cross Abstract: The inherently complex-valued nature of Polarimetric SAR data necessitates using specialized algorithms capable of directly processing complex-valued representations. However, this...
arXiv:2602.07096v1 Announce Type: cross Abstract: Reliable financial reasoning requires knowing not only how to answer, but also when an answer cannot be justified. In real...
arXiv:2602.07098v1 Announce Type: cross Abstract: Modern Bayesian inference involves a mixture of computational methods for estimating, validating, and drawing conclusions from probabilistic models as part...
arXiv:2602.07102v1 Announce Type: cross Abstract: Zero-shot diffusion posterior sampling offers a flexible framework for inverse problems by accommodating arbitrary degradation operators at test time, but...
arXiv:2602.07103v1 Announce Type: cross Abstract: A central goal in systems biology and drug discovery is to predict the transcriptional response of cells to perturbations. This...
arXiv:2602.07132v1 Announce Type: cross Abstract: Computation methods for solving entropy-regularized reward optimization -- a class of problems widely used for fine-tuning generative models -- have...
arXiv:2602.07162v1 Announce Type: cross Abstract: Three-dimensional (3D) multi-slab imaging is a promising approach for high-resolution in vivo diffusion MRI (dMRI) due to its compatibility with...
arXiv:2602.07168v1 Announce Type: cross Abstract: X-ray microscopy (XRM) is commonly used to obtain three-dimensional information on internal microstructure, but the imaging pipeline introduces noise, redundancy...
arXiv:2602.07233v1 Announce Type: cross Abstract: Neuroimaging studies of psychiatric disorders often correlate imaging patterns with diagnostic labels or composite symptom scores, yielding diffuse associations that...
arXiv:2602.07261v1 Announce Type: cross Abstract: Declarative memory, the memory that can be "declared" in words or languages, is made up of two dissociated parts: episodic...
arXiv:2602.07284v1 Announce Type: cross Abstract: Imagining what life on other planets, and intelligent life in particular, may be like is a long-running theme in human...
arXiv:2602.07393v1 Announce Type: cross Abstract: High Dynamic Range (HDR) video reconstruction aims to recover fine brightness, color, and details from Low Dynamic Range (LDR) videos....
arXiv:2602.07403v1 Announce Type: cross Abstract: Surveillance facial images are often captured under unconstrained conditions, resulting in severe quality degradation due to factors such as low...
arXiv:2602.07435v1 Announce Type: cross Abstract: Meyniel's conjecture states that $n$-vertex connected graphs have cop number $O(\sqrt{n})$. The current best known upper bound is $n/2^{(1-o(1))\sqrt{\log n}}$,...
arXiv:2602.07477v1 Announce Type: cross Abstract: Choosing relevant predictors is central to the analysis of biomedical time-to-event data. Classical frequentist inference, however, presumes that the set...
arXiv:2602.07483v1 Announce Type: cross Abstract: Discrete radio resource management problems in dense wireless networks are naturally cast as quadratic unconstrained binary optimization (QUBO) programs but...
arXiv:2602.07539v1 Announce Type: cross Abstract: How large language models (LLMs) align with the neural representation and computation of human language is a central question in...
arXiv:2602.07547v1 Announce Type: cross Abstract: Recent work has shown that scaling large language models (LLMs) improves their alignment with human brain activity, yet it remains...
arXiv:2602.07548v1 Announce Type: cross Abstract: The application of generative modeling to many-body physics offers a promising pathway for analyzing high-dimensional state spaces of spin systems....
arXiv:2602.07553v1 Announce Type: cross Abstract: From ant-acacia mutualism to performative conflict resolution among Inuit, dedicated punishments between distinct subsets of a population are widespread and...
arXiv:2602.07563v1 Announce Type: cross Abstract: In a random model of minimum cost bipartite matching based on exponentially distributed edge costs, we show that the distribution...
arXiv:2602.07570v1 Announce Type: cross Abstract: Understanding how humans and artificial intelligence systems process complex narrative videos is a fundamental challenge at the intersection of neuroscience...
arXiv:2602.07632v1 Announce Type: cross Abstract: In this work, we investigate the large-scale mean-field variational inference (MFVI) problem from a mini-batch primal-dual perspective. By reformulating MFVI...