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Research
Aug 5
18d ago
Can training logs make model comparisons more precise?
arXiv cs.LG
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18d ago
Contrast-invariant deep ptychography neural networks
arXiv cs.LG
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18d ago
CoT-Core: accelerating LLM evaluation via CoT-aware coreset selection
arXiv cs.AI
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18d ago
CT-HEG: a bidirectional, timestamp-attributed event graph for ICU in-hospital mortality prediction; an architectural ablation study
arXiv cs.LG
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18d ago
Deep Divide-and-Reduce in Symbolic Regression
arXiv cs.LG
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18d ago
Designing a good virtual node: addressable and cardinality-preserving global memory for message passing architectures
arXiv cs.LG
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18d ago
DiffImaginE introduces a multimodal named entity recognition verifier using diffusion imagery to assess entity-type compatibility
arXiv cs.AI
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18d ago
Energy efficiency of locally deployed LLMs: a preliminary quantitative GPU power benchmark on consumer hardware
arXiv cs.AI
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18d ago
Enhancing LLMs with context-specific knowledge for mitigating misinformation in SMEs using RAG-based modeling and analysis
arXiv cs.AI
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18d ago
Evaluation blindness: silent measurement failures can hide AI system faults from training to deployment
arXiv cs.LG
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18d ago
Explainable AI for the EU Right to Explanation: a systematic review of the law–XAI translation gap
arXiv cs.AI
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18d ago
Geodesic Normalization keeps hidden states on a hypersphere by orthogonalizing layer outputs and updating via the Riemannian exponential map
arXiv cs.LG
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18d ago
GeoID-PINN models identifiability-aware regional epidemic inference with geographic coupling using a physics-informed neural network for SIRD dynamics
arXiv cs.LG
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18d ago
Geometric self-supervised pre-training improves neural combinatorial optimization generalization to larger TSP instances
arXiv cs.AI
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18d ago
Getting the parameters right: a difficulty-graded benchmark and probe-guided training for LLM tool calls
arXiv cs.AI
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18d ago
Globe: Trajectory-aligned gradient matching with structured sparse optimization for coreset selection
arXiv cs.LG
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18d ago
GoT-CD: Graph-of-thoughts causal discovery and the fragility of post-hoc path-specific fairness audits
arXiv cs.LG
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18d ago
H+ Embedding: harmonizing global and token-level retrieval with context-dependent phrases
arXiv cs.AI
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18d ago
HyperAgent: planning and acting over tool-schema hypergraphs for tool-use LLM agents
arXiv cs.AI
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18d ago
Hypercubes, hyperplanes, and constraint-induced complexity collapse in atomic concept learning
arXiv cs.AI
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18d ago
Information boundaries for group-robust LLM pruning; a reproducible compression statistic can select the wrong candidate, with a conic law modeling the pooling price for positive linear fixed-candidate damage.
arXiv cs.AI
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18d ago
Interpreting black-box large language models with sentence-level energy landscapes
arXiv cs.AI
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18d ago
ISEE: Interactive Semantic Enrichment for Database Fields enhances data sense-making by improving semantic clarity of field descriptions through LLM-based agents.
arXiv cs.AI
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18d ago
Linguistic context recodes visual representations in vision-language models
arXiv cs.AI
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18d ago
LLMs can annotate attribution graphs
arXiv cs.LG
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18d ago
LoCA: Forward-only LLM tuning after one-shot calibration with local credit assignment
arXiv cs.AI
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18d ago
Maglev: Sliding Recurrent Memory uses a recurrent Transformer with fixed-size memory to generalize sliding-window attention; introduces a two-model architecture with a prefiller and memory model
arXiv cs.LG
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18d ago
Measuring explainer stability via attribution separability
arXiv cs.LG
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18d ago
MedPIC-Bench benchmark evaluates counterfactual sensitivity to patient information in medication-safety reasoning
arXiv cs.AI
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18d ago
Missing data layer in Latin American AI infrastructure; proposes DataHub to address dataset discovery and supply challenges
arXiv cs.AI
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18d ago
Motif-Mamba: network motif improved mamba for long-range sequence modeling
arXiv cs.AI
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18d ago
Multimodal auto-regressive transformer surrogate models variable well operations and quantifies uncertainty in geological carbon storage
arXiv cs.LG
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18d ago
NANQ: Noise-floor-aware mixed-precision non-uniform quantization for analog compute-in-memory
arXiv cs.LG
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18d ago
Neural networks with local converging inputs improve efficiency of multi-asset options pricing by locally correcting coarse-mesh solutions with a minimal high-precision input.
arXiv cs.LG
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18d ago
NOMADD: numerical optimization of models adapting to data drift
arXiv cs.LG
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18d ago
Nova: an end-to-end MLIR compiler for deep learning
arXiv cs.AI
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18d ago
Optimization and constraint modeling using LLMs with a retrieval augmented generation process
arXiv cs.AI
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18d ago
Output-Aware Rotation for INT2 KV-Cache Quantization
arXiv cs.LG
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18d ago
PatTree: a novel approach for automated creation of multimodal, graph-based patient representations for medical classification tasks
arXiv cs.LG
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18d ago
Personalizing large language model agents with small policy models
arXiv cs.AI
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