NSTL国家科技图书文献中心

1. MAGMAX: Leveraging Model Merging for Seamless Continual Learning NSTL国家科技图书文献中心

Daniel Marczak | Bartlomiej Twardowsk...... - 《Computer Vision - ECCV 2024,Part LXXXV》 - European Conference on Computer Vision - 2025, - 379～395 - 共17页

摘要： approach named MagMax, which utilizes model merging* to* | contribution is an extensive examination of model merging | importantly, we present MagMax, a novel model-merging | This paper introduces a continual learning | enable large pre-trained models to continuously learn

关键词： Continual learning | Model merging

2. Uncertainty merging with basic uncertain information in probability environment NSTL国家科技图书文献中心

Jin L. | Yang Y.... - 《Fuzzy sets and systems》 - 2025,498(Jan.1) - 1.1～1.16 - 共16页

摘要： cognition merging, which effectively combines basic | merging methods and thoroughly compare and analyze their | © 2024 Elsevier B.V.Basic uncertain | information is a recently introduced and significant type of | uncertainty that proves particularly valuable in decision

关键词： Aggregation | Basic uncertain information | Information fusion | Probabilistic uncertainty | Probability merging | Uncertainty merging

3. Sequential merging and construction of rankings as cognitive logic NSTL国家科技图书文献中心

Sauerwald K. | Ismail-Tsaous E.... - 《International journal of approximate reasoning》 - 2025,176(Jan.) - 1.1～1.27 - 共27页

摘要： merging operator and a ranking construction operator | epistemic state is obtained by merging* the prior ranking* | sequential merging* approach. The approach abstracts from* | the concrete merging* operation and abstracts from* | sequential merging* is capable of predicting with*

关键词： Cognitive logic | Epistemic state | Human reasoning | Merging | Prediction | Ranking construction function | Ranking function | Sequential merging | Theoretical maximum accuracy

4. A Novel Merging Framework for Homogeneous and Heterogeneous Blockchain Systems NSTL国家科技图书文献中心

Liehuang Zhu | Sadaf Bukhari ... - 《Wireless Artificial Intelligent Computing Systems and Applications,Part II》 - International Conference on Wireless Artificial Intelligent Computing Systems and Applications - 2025, - 304～315 - 共12页

摘要：This paper presents two solutions for merging | into merging* blockchains, addressing critical* | diverse blockchain systems: Homogeneous Chain | Consolidation (HCC) and Heterogeneous Multi-chain Integration | Architecture (HMIA). As blockchain networks expand

关键词： Blockchain networks | BC merging | Distributed ledger

5. Model Breadcrumbs: Scaling Multi-task Model Merging with Sparse Masks NSTL国家科技图书文献中心

MohammadReza Davari | Eugene Belilovsky - 《Computer Vision - ECCV 2024,Part LXXV》 - European Conference on Computer Vision - 2025, - 270～287 - 共18页

摘要： work focuses on the problem of merging* multiple fine* | The rapid development of AI systems has been | greatly influenced by the emergence of foundation models | . A common approach for targeted problems involves | fine-tuning these pre-trained foundation models for

关键词： Model merging | Transfer learning | Foundation models

6. Improving daily precipitation estimation using a double triple collocation-based (DTC) merging framework NSTL国家科技图书文献中心

Gu, Jingjing | Ye, Yuntao ... - 《Journal of Hydrology》 - 2025,648 - 共19页

摘要： precipitation estimation. The merging* of multi-source gridded* | rely on gauge observations to estimate the merging | novel Double Triple Collocation-based (DTC) merging | precipitation rate merging* with categorical triple collocation* | (CTC)-based rain/norain merging. The objective is to

关键词： Precipitation merging | Rain/no-rain merging | Triple collocation analysis | 2D error estimation

7. Depression Classification Using Token Merging-Based Speech Spectrotemporal Transformer NSTL国家科技图书文献中心

Lokesh Kumar | Kumar Kaustubh ... - 《Speech and Computer,Part I》 - International Conference on Speech and Computer - 2025, - 324～335 - 共12页

摘要： merging (ToMe) within a speech spectrotemporal | This paper introduces a novel approach for | depression classification, utilizing multimodal token | transformer framework. The model's efficacy is evaluated | with log-mel spectrograms and autocorrelation

关键词： Log-mel spectrogram | Autocorrelation tempogram | Vision transformer | Token merging (ToMe)

8. Deep reinforcement learning algorithm based ramp merging decision model NSTL国家科技图书文献中心

Chen, Zeyu | Du, Yu ... - 《Proceedings of the Institution of Mechanical Engineers,Part D.Journal of Automobile Engineering》 - 2025,239(1) - 70～84 - 共15页

摘要： such a problem. This paper designs a ramp merging | gradient algorithm (DDPG) to solve the vehicle merging | merging and poor robustness of previous deep | vehicle ramp merging* leading to the low success rate of* | intelligent vehicle merging, first, we introduce a simple

关键词： Intelligent vehicles | ramp merging | simple recurrent unit | prioritized experience replay | deep reinforcement learning | multi-objective reward functions

9. Neighbor patches merging reduces spatial redundancy to accelerate vision transformer NSTL国家科技图书文献中心

Jiang K. | Peng P.... - 《Neurocomputing》 - 2025,613(Jan.14) - 1.1～1.13 - 共13页

摘要：, we introduce Neighbor Patches Merging* (NEPAM), a* | © 2024Vision Transformers (ViTs) deliver | outstanding performance but often require substantial | computational resources. Various token pruning methods have | been developed to enhance throughput by removing

关键词： Position embeddings | Spatial redundancy | Token merging | Vision transformer

10. Large-Scale Multi-Session Point-Cloud Map Merging NSTL国家科技图书文献中心

Hairuo Wei | Rundong Li ... - 《IEEE robotics and automation letters》 - 2025,10(1) - 88～95 - 共8页

摘要： cloud map merging. LAMM can automatically integrate | merging. The first novelty is a temporal bidirectional | -quality map merging* results. The second novelty is a* | environments during large-scale merging. We evaluate our | This paper introduces LAMM, an open-source

关键词： Merging | Laser radar | Point cloud compression | Three-dimensional displays | Feature extraction | Heuristic algorithms | Simultaneous localization and mapping | Sensors | Accuracy | Semantics

摘要： approach named MagMax, which utilizes model merging to | contribution is an extensive examination of model merging | importantly, we present MagMax, a novel model-merging | This paper introduces a continual learning | enable large pre-trained models to continuously learn

关键词： Continual learning | Model merging

摘要： cognition merging, which effectively combines basic | merging methods and thoroughly compare and analyze their | © 2024 Elsevier B.V.Basic uncertain | information is a recently introduced and significant type of | uncertainty that proves particularly valuable in decision

关键词： Aggregation | Basic uncertain information | Information fusion | Probabilistic uncertainty | Probability merging | Uncertainty merging

摘要： merging operator and a ranking construction operator | epistemic state is obtained by merging the prior ranking | sequential merging approach. The approach abstracts from | the concrete merging operation and abstracts from | sequential merging is capable of predicting with

关键词： Cognitive logic | Epistemic state | Human reasoning | Merging | Prediction | Ranking construction function | Ranking function | Sequential merging | Theoretical maximum accuracy

摘要：This paper presents two solutions for merging | into merging blockchains, addressing critical | diverse blockchain systems: Homogeneous Chain | Consolidation (HCC) and Heterogeneous Multi-chain Integration | Architecture (HMIA). As blockchain networks expand

关键词： Blockchain networks | BC merging | Distributed ledger

摘要： work focuses on the problem of merging multiple fine | The rapid development of AI systems has been | greatly influenced by the emergence of foundation models | . A common approach for targeted problems involves | fine-tuning these pre-trained foundation models for

关键词： Model merging | Transfer learning | Foundation models

摘要： precipitation estimation. The merging of multi-source gridded | rely on gauge observations to estimate the merging | novel Double Triple Collocation-based (DTC) merging | precipitation rate merging with categorical triple collocation | (CTC)-based rain/norain merging. The objective is to

关键词： Precipitation merging | Rain/no-rain merging | Triple collocation analysis | 2D error estimation

摘要： merging (ToMe) within a speech spectrotemporal | This paper introduces a novel approach for | depression classification, utilizing multimodal token | transformer framework. The model's efficacy is evaluated | with log-mel spectrograms and autocorrelation

关键词： Log-mel spectrogram | Autocorrelation tempogram | Vision transformer | Token merging (ToMe)

摘要： such a problem. This paper designs a ramp merging | gradient algorithm (DDPG) to solve the vehicle merging | merging and poor robustness of previous deep | vehicle ramp merging leading to the low success rate of | intelligent vehicle merging, first, we introduce a simple

关键词： Intelligent vehicles | ramp merging | simple recurrent unit | prioritized experience replay | deep reinforcement learning | multi-objective reward functions

摘要：, we introduce Neighbor Patches Merging (NEPAM), a | © 2024Vision Transformers (ViTs) deliver | outstanding performance but often require substantial | computational resources. Various token pruning methods have | been developed to enhance throughput by removing

关键词： Position embeddings | Spatial redundancy | Token merging | Vision transformer

摘要： cloud map merging. LAMM can automatically integrate | merging. The first novelty is a temporal bidirectional | -quality map merging results. The second novelty is a | environments during large-scale merging. We evaluate our | This paper introduces LAMM, an open-source

关键词： Merging | Laser radar | Point cloud compression | Three-dimensional displays | Feature extraction | Heuristic algorithms | Simultaneous localization and mapping | Sensors | Accuracy | Semantics

4008-161-200 800-990-8900

国家科技图书文献中心

摘要： approach named MagMax, which utilizes model merging* to* | contribution is an extensive examination of model merging | importantly, we present MagMax, a novel model-merging | This paper introduces a continual learning | enable large pre-trained models to continuously learn

摘要： merging operator and a ranking construction operator | epistemic state is obtained by merging* the prior ranking* | sequential merging* approach. The approach abstracts from* | the concrete merging* operation and abstracts from* | sequential merging* is capable of predicting with*

摘要：This paper presents two solutions for merging | into merging* blockchains, addressing critical* | diverse blockchain systems: Homogeneous Chain | Consolidation (HCC) and Heterogeneous Multi-chain Integration | Architecture (HMIA). As blockchain networks expand

摘要： work focuses on the problem of merging* multiple fine* | The rapid development of AI systems has been | greatly influenced by the emergence of foundation models | . A common approach for targeted problems involves | fine-tuning these pre-trained foundation models for

摘要： such a problem. This paper designs a ramp merging | gradient algorithm (DDPG) to solve the vehicle merging | merging and poor robustness of previous deep | vehicle ramp merging* leading to the low success rate of* | intelligent vehicle merging, first, we introduce a simple

摘要：, we introduce Neighbor Patches Merging* (NEPAM), a* | © 2024Vision Transformers (ViTs) deliver | outstanding performance but often require substantial | computational resources. Various token pruning methods have | been developed to enhance throughput by removing

摘要： cloud map merging. LAMM can automatically integrate | merging. The first novelty is a temporal bidirectional | -quality map merging* results. The second novelty is a* | environments during large-scale merging. We evaluate our | This paper introduces LAMM, an open-source