Search Results for author:
Found 12 papers, 1 papers with code
GeoDecoder: Empowering Multimodal Map Understanding
This paper presents GeoDecoder, a dedicated multimodal model designed for processing geospatial information in maps.
Learning to Rank Normalized Entropy Curves with Differentiable Window Transformation
We also introduce a novel differentiable indexing method for the proposed adaptive curve transformation, which allows gradients with respect to the discrete indices to flow freely through the curve transformation layer, enabling the learned window sizes to be updated flexibly during training.
A framework for massive scale personalized promotion
In order to do effective optimization in the second stage, counterfactual prediction and noise-reduction are essential for the first stage.
A Bi-Level Framework for Learning to Solve Combinatorial Optimization on Graphs
Combinatorial Optimization (CO) has been a long-standing challenging research topic featured by its NP-hard nature.
Learning to Schedule DAG Tasks
Scheduling computational tasks represented by directed acyclic graphs (DAGs) is challenging because of its complexity.
Non-local Channel Aggregation Network for Single Image Rain Removal
Second, aggregating channels could help our model to concentrate on channels more related to image background instead of rain streaks.
Maclaurin's series expansions for positive integer powers of inverse (hyperbolic) sine and related functions, specific values of partial Bell polynomials, and two applications
In the paper, the authors establish Maclaurin's series expansions and series identities for positive integer powers of the inverse sine function, for positive integer powers of the inverse hyperbolic sine function, for the composite of incomplete gamma functions with the inverse hyperbolic sine function, for positive integer powers of the inverse tangent function, and for positive integer powers of the inverse hyperbolic tangent function, in terms of the first kind Stirling numbers and binomial coefficients, apply the newly established Maclaurin's series expansion for positive integer powers of the inverse sine function to derive a closed-form formula for specific values of partial Bell polynomials and to derive a series representation of the generalized logsine function, and deduce several combinatorial identities involving the first kind Stirling numbers.
Combinatorics Number Theory Primary 41A58, Secondary 05A19, 11B73, 11B83, 11C08, 26A39, 33B10, 33B15, 33B20
Language guided machine action
Here we build a hierarchical modular network called Language guided machine action (LGMA), whose modules process information stream mimicking human cortical network that allows to achieve multiple general tasks such as language guided action, intention decomposition and mental simulation before action execution etc.
Visualizing and Understanding Vision System
How the human vision system addresses the object identity-preserving recognition problem is largely unknown.
Solving Billion-Scale Knapsack Problems
Knapsack problems (KPs) are common in industry, but solving KPs is known to be NP-hard and has been tractable only at a relatively small scale.
Human-like machine thinking: Language guided imagination
Human thinking requires the brain to understand the meaning of language expression and to properly organize the thoughts flow using the language.
