query stringlengths 0 297 | source stringclasses 1
value | image_filename stringlengths 13 17 | negative_passages listlengths 100 100 | negatives listlengths 100 100 | positive_passages listlengths 1 1 | gold_in_top_100 bool 1
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Can you find the document that discusses hidden symmetries in neural networks using ReLU activation functions? | ICML Papers | ICML Papers_0 | [
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I need a document detailing the worst-case iteration complexity for BCD-PR in handling general non-convex objectives. | ICML Papers | ICML Papers_1 | [
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Could you find a reference that explains variational approximation to the posterior in hierarchical Bayesian graphical models? | ICML Papers | ICML Papers_2 | [
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Can you provide references on reinforcement learning methodologies and their effectiveness? | ICML Papers | ICML Papers_3 | [
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What is the title of the document? | ICML Papers | ICML Papers_4 | [
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" 'ICML Papers_5817... | [
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Which threat model is referenced regarding the impact of the number of training epochs? | ICML Papers | ICML Papers_5 | [
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Describe various methods to maintain domain invariance in GNNs. | ICML Papers | ICML Papers_6 | [
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Could you provide a document that contains theoretical proofs related to Langevin Thompson Sampling in reinforcement learning? | ICML Papers | ICML Papers_7 | [
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Can you show the derivation of a bound using Lemma A.1.5? | ICML Papers | ICML Papers_8 | [
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I need information on improvements in Bayesian optimization methods. | ICML Papers | ICML Papers_9 | [
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What does Table 14 in the provided document depict? | ICML Papers | ICML Papers_10 | [
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Could you provide references on improving data augmentation techniques in machine learning? | ICML Papers | ICML Papers_11 | [
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I need a document that discusses bidirectional recurrent networks for imputing missing data in time series. | ICML Papers | ICML Papers_12 | [
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I need a document that provides visual representations of affinity maps for Depth Completion and Semantic Segmentation. Do you have such a reference? | ICML Papers | ICML Papers_13 | [
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What are some limitations of equivariant approximators in game theory? | ICML Papers | ICML Papers_14 | [
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Can you provide a document that discusses key findings on the relationship between the parameter space of a feedforward ReLU network and its functional dimension? | ICML Papers | ICML Papers_15 | [
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I need comparative data on the performance of DP-SGD and DP-SAM methods on the CIFAR-10 dataset. Do you have such a table? | ICML Papers | ICML Papers_16 | [
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Can you provide an example of a technique to smooth functions in optimization problems? | ICML Papers | ICML Papers_17 | [
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Can you provide a theoretical explanation of the trajectory followed by the leading eigenvector of the Hessian in quasi-symmetric matrix factorization? | ICML Papers | ICML Papers_18 | [
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Is there an example of an algorithm utilizing exponential mechanisms in clustering? | ICML Papers | ICML Papers_19 | [
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Can you provide studies or references that have explored the sample complexity of asynchronous Q-learning? | ICML Papers | ICML Papers_20 | [
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What is the importance of Theorem 1.2 in ReLU CNN training performance? | ICML Papers | ICML Papers_44 | [
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Do you have any documents with specific propositions related to optimization in reinforcement learning? | ICML Papers | ICML Papers_46 | [
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Can you find a document that discusses Neural Network Accelerated Implicit Filtering? | ICML Papers | ICML Papers_48 | [
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What are the factors involved in benign overfitting in neural networks, specifically in ReLU networks? | ICML Papers | ICML Papers_49 | [
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Does the document include experimental results on specific models or datasets? | ICML Papers | ICML Papers_50 | [
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Can you provide a document that discusses truncation and exit criteria in learning algorithms? | ICML Papers | ICML Papers_51 | [
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What is the title of the document detailing approaches to improving score-based diffusion models? | ICML Papers | ICML Papers_52 | [
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Can you find a reference that explains the Generator for Stochastic Differential Equations using Covariance-Type Operators? | ICML Papers | ICML Papers_54 | [
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What methods are used for preprocessing histology slides in TCGA-BRCA studies? | ICML Papers | ICML Papers_55 | [
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What techniques are proposed to prevent topic collapsing in neural topic modeling? | ICML Papers | ICML Papers_56 | [
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Is there an expectation bound related to the Wasserstein distance for a certain process involving Y(T−t)T? Specifically, is there any lemma that provides such a bound? | ICML Papers | ICML Papers_57 | [
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Can you provide a reference that explains smooth non-stationary bandit problems with an illustration of how reward functions change over time? | ICML Papers | ICML Papers_58 | [
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What future improvements are suggested for the NeRDiff method? | ICML Papers | ICML Papers_59 | [
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Can you provide a reference that compares the effects of different model stages and compression rates on validation perplexity across various datasets? | ICML Papers | ICML Papers_64 | [
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What are the different view modes used in the world model learning for visual robotic manipulation, and how do they contribute to the learning process? | ICML Papers | ICML Papers_65 | [
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What is a detailed proof related to policy gradient methods in robust Markov Decision Processes (MDPs)? | ICML Papers | ICML Papers_68 | [
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Can you provide a reference discussing how confidence intervals improve in Monte Carlo Reinforcement Learning? | ICML Papers | ICML Papers_70 | [
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Can you show me an equation using expectation and summation involving exponential functions? | ICML Papers | ICML Papers_71 | [
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Do you have materials that discuss methods to establish relationships between different types of regret in online learning? | ICML Papers | ICML Papers_72 | [
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What is the title of the research paper related to spherical convolutional neural networks? | ICML Papers | ICML Papers_74 | [
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Where can I find examples of physiological signal data (such as heart rate, SpO2, ECG) used in clinical research? | ICML Papers | ICML Papers_75 | [
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What new approach does the document propose for transferring from offline to online reinforcement learning? | ICML Papers | ICML Papers_76 | [
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Can you provide visual comparisons of different methods for learning affinity using hyperbolic representation? | ICML Papers | ICML Papers_77 | [
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The presented document explains the diagonal elements of the S_α,α matrices in the context of linear CNNs. | ICML Papers | ICML Papers_78 | [
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Do you have a document that visually compares the outputs of different dehazing models on sample images? | ICML Papers | ICML Papers_84 | [
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In mathematical optimization problems, how is the minimum value achieved using the negative Fenchel conjugate? | ICML Papers | ICML Papers_86 | [
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Can you provide a reference discussing reinforcement learning algorithms that ensure safety constraints during their operation? | ICML Papers | ICML Papers_87 | [
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Where can I find information on generalized linear models for differentially private optimization? | ICML Papers | ICML Papers_89 | [
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Can you show me a document that demonstrates experimental results on the Reacher domain with varying gamma and Lambda values? | ICML Papers | ICML Papers_91 | [
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What are the results of different models on Automatic Speaker Verification (ASV), Speaker Identification (SID), and Language Identification (LID) tasks? | ICML Papers | ICML Papers_94 | [
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What is the optimistic policy update step as per Equation 40 in the conservative exploration document? | ICML Papers | ICML Papers_95 | [
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What is the title of the document that discusses SWARM parallelism and its impact on training large models? | ICML Papers | ICML Papers_96 | [
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What are the key factors influencing the generalization gap for gradients in training and test examples, particularly in transductive settings? | ICML Papers | ICML Papers_97 | [
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Can you provide a detailed explanation of the principles and assumptions leading to Lemma 6.3 in the context of semi-parametric contextual pricing algorithms? | ICML Papers | ICML Papers_98 | [
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Can you find a reference on a deep learning model for predicting RNA-seq expression from images? | ICML Papers | ICML Papers_99 | [
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